All Stories

  1. An effective Bezier curve-based optimization (BCO) for large-scale numerical problems and 3D unmanned aerial vehicle path planning with efficient multiple threats evasion

    Article • Advanced Engineering Informatics, July 2026, Elsevier

    Dr Seyedali Mirjalili

  2. Improving the value of population health data for health policy and decision-making using machine learning algorithms in EQ-5D-5L index estimation

    Article • Scientific Reports, January 2026, Springer Science + Business Media

    Dr Seyedali Mirjalili

  3. Farthest better or nearest worse optimizer: a novel metaheuristic algorithm

    Article • Artificial Intelligence Review, January 2026, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Keyvan RahimiZadeh

  4. A nature recoil mechanism-based Octopus Optimization Algorithm for solving the global and constraint optimization from engineering structural design problems

    Article • Journal of Computational Design and Engineering, December 2025, Oxford University Press (OUP)

    Dr Seyedali Mirjalili

  5. Optimal seasonal demand response for AC-OPF with precise and innovative modeling of thermal energy storage and optimal ESS allocation

    Article • Journal of Energy Storage, December 2025, Elsevier

    Dr Seyedali Mirjalili

  6. An Enhanced Five Phases Algorithm Based on Fitness-Distance Balance Selection

    Article • November 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  7. LLM-Enhanced metaheuristics with single-shot and few-shot learning for multi-robot exploration tasks

    Article • Cluster Computing, October 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  8. Dholes-inspired optimization (DIO): a nature-inspired algorithm for engineering optimization problems

    Article • Cluster Computing, September 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  9. Innovative estimation of PEMFC operating parameters using a novel bio-inspired metaheuristic nonlinear gazelle optimization algorithm

    Article • Results in Engineering, September 2025, Elsevier

    Dr Seyedali Mirjalili

  10. Optimized feature selection using gray wolf and particle swarm algorithms for corn seed image classification

    Article • Journal of Food Composition and Analysis, September 2025, Elsevier

    Dr Seyedali Mirjalili

  11. Cultural history optimization algorithm: a new human-inspired metaheuristic algorithm for engineering optimization problems

    Article • Neural Computing and Applications, July 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  12. Multi robot exploration using an advanced multi-objective salp swarm algorithm for efficient coverage and performance

    Article • Scientific Reports, July 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  13. Stellar oscillation optimizer: a nature-inspired metaheuristic optimization algorithm

    Article • Cluster Computing, June 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  14. A structured review of large language models in metaheuristic optimisation

    Article • Decision Analytics Journal, June 2025, Elsevier

    Dr Seyedali Mirjalili

  15. A new intelligent control strategy for CSTH temperature regulation based on the starfish optimization algorithm

    Article • Scientific Reports, April 2025, Springer Science + Business Media

    Dr* Mohit Bajaj , Dr Seyedali Mirjalili

  16. Enzyme action optimizer: a novel bio-inspired optimization algorithm

    Article • The Journal of Supercomputing, April 2025, Springer Science + Business Media

    Dr Seyedali Mirjalili

  17. Binary hiking optimization for gene selection: Insights from HNSCC RNA-Seq data

    Article • Expert Systems with Applications, April 2025, Elsevier

    Dr Seyedali Mirjalili

  18. Exponential-based dynamic objective function for coordination of overcurrent relays in power networks

    Article • Expert Systems with Applications, April 2025, Elsevier

    Dr Seyedali Mirjalili

  19. Interval variational approach for production control and waste reduction using artificial hummingbird algorithm

    Article • Scientific Reports, December 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  20. Multi-algorithm based evolutionary strategy with Adaptive Mutation Mechanism for Constraint Engineering Design Problems

    Article • Expert Systems with Applications, December 2024, Elsevier

    Dr Seyedali Mirjalili

  21. Metaheuristic-driven space partitioning and ensemble learning for imbalanced classification

    Article • Applied Soft Computing, December 2024, Elsevier

    Dr Seyedali Mirjalili

  22. A State-of-the-Art Review and Bibliometric Analysis on the Smart Preservation of Heritages

    Article • Buildings, November 2024, MDPI AG

    Dr Seyedali Mirjalili, A/Professor Ehsan Noroozinejad Farsangi

  23. An AI-driven approach for modeling the compressive strength of sustainable concrete incorporating waste marble as an industrial by-product

    Article • Scientific Reports, November 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  24. AI-driven cluster-based routing protocols in WSNs: A survey of fuzzy heuristics, metaheuristics, and machine learning models

    Article • Computer Science Review, November 2024, Elsevier

    Dr Seyedali Mirjalili

  25. Multiobjective Placement of Edge Servers in MEC Environment Using a Hybrid Algorithm Based on NSGA-II and MOPSO

    Article • IEEE Internet of Things Journal, September 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  26. Analysis on fetal phonocardiography segmentation problem by hybridized classifier

    Article • Engineering Applications of Artificial Intelligence, September 2024, Elsevier

    Dr Seyedali Mirjalili

  27. Solving dynamic optimization problems using parent–child multi-swarm clustered memory (PCSCM) algorithm

    Article • Neural Computing and Applications, August 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  28. Artificial Protozoa Optimizer (APO): A novel bio-inspired metaheuristic algorithm for engineering optimization

    Article • Knowledge-Based Systems, July 2024, Elsevier

    Dr Seyedali Mirjalili

  29. Flood algorithm (FLA): an efficient inspired meta-heuristic for engineering optimization

    Article • The Journal of Supercomputing, July 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  30. Catch fish optimization algorithm: a new human behavior algorithm for solving clustering problems

    Article • Cluster Computing, June 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  31. Greylag Goose Optimization: Nature-inspired optimization algorithm

    Article • Expert Systems with Applications, March 2024, Elsevier

    Nima Khodadadi, Dr Seyedali Mirjalili

  32. Partial reinforcement optimizer: An evolutionary optimization algorithm

    Article • Expert Systems with Applications, March 2024, Elsevier

    Dr Keyvan RahimiZadeh, Dr Seyedali Mirjalili, Professor Amir H Gandomi

  33. Electric eel foraging optimization: A new bio-inspired optimizer for engineering applications

    Article • Expert Systems with Applications, March 2024, Elsevier

    Dr Seyedali Mirjalili

  34. Gene selection for high dimensional biological datasets using hybrid island binary artificial bee colony with chaos game optimization

    Article • Artificial Intelligence Review, February 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  35. Ranking resilience: assessing the impact of scientific performance and the expansion of the Times Higher Education Word University Rankings on the position of Czech, Hungarian, Polish, and Slovak universities

    Article • Scientometrics, February 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  36. A Critical Review of Moth-Flame Optimization Algorithm and Its Variants: Structural Reviewing, Performance Evaluation, and Statistical Analysis

    Article • Archives of Computational Methods in Engineering, February 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  37. Artificial Intelligence and Machine Learning in Electronic Fetal Monitoring

    Article • Archives of Computational Methods in Engineering, January 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  38. Puma optimizer (PO): a novel metaheuristic optimization algorithm and its application in machine learning

    Article • Cluster Computing, January 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  39. A New Membrane Algorithm Based on Quasi-Affine TRansformation Evolution for Optimization Problems

    Article • January 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  40. A fuzzy multi-objective optimization model for sustainable healthcare supply chain network design

    Article • Applied Soft Computing, January 2024, Elsevier

    Dr Seyedali Mirjalili

  41. Estimation of photovoltaic models using an enhanced Henry gas solubility optimization algorithm with first-order adaptive damping Berndt-Hall-Hall-Hausman method

    Article • Energy Conversion and Management, January 2024, Elsevier

    Dr Seyedali Mirjalili

  42. Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection

    Article • Applied Soft Computing, January 2024, Elsevier

    Dr Seyedali Mirjalili

  43. KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification

    Article • January 2024, Springer Science + Business Media

    Dr Seyedali Mirjalili

  44. Metaheuristic learning algorithms for accurate prediction of hydraulic performance of porous embankment weirs

    Article • Applied Soft Computing, January 2024, Elsevier

    Dr Seyedali Mirjalili

  45. Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  46. U-WOA: an unsupervised whale optimization algorithm based deep feature selection method for cancer detection in breast ultrasound images

    Article • January 2024, Elsevier

    Dr Seyedali Mirjalili

  47. MissBeamNet: learning missing Doppler velocity log beam measurements

    Article • Neural Computing and Applications, December 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  48. An improved hybrid whale optimization algorithm for global optimization and engineering design problems

    Article • PeerJ Computer Science, November 2023, PeerJ

    Dr Seyedali Mirjalili

  49. Ranking resilience: assessing the impact of scientific performance and the expansion of the Times Higher Education Word University rankings on the position of Czech, Hungarian, Polish, and Slovak universities

    Article • October 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  50. Theoretical Framework and Practical Considerations for Achieving Superior Multi-Robot Exploration: Hybrid Cheetah Optimization with Intelligent Initial Configurations

    Article • Mathematics, October 2023, MDPI AG

    Dr Seyedali Mirjalili

  51. An Improved Dandelion Optimizer Algorithm for Spam Detection: Next-Generation Email Filtering System

    Article • Computers, September 2023, MDPI AG

    Dr Seyedali Mirjalili

  52. A robust chance-constrained programming approach for a bi-objective pre-emptive multi-mode resource-constrained project scheduling problem with time crashing

    Article • International Journal of Systems Science Operations & Logistics, September 2023, Taylor & Francis

    Dr Seyedali Mirjalili

  53. An Enhanced Aquila-Based Resource Allocation for Efficient Indoor IoT Visible Light Communication

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  54. Short-term solar radiation forecasting using hybrid deep residual learning and gated LSTM recurrent network with differential covariance matrix adaptation evolution strategy

    Article • Energy, September 2023, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  55. Improved versions of crow search algorithm for solving global numerical optimization problems

    Article • Applied Intelligence, August 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  56. Evolving Marine Predators Algorithm by dynamic foraging strategy for real-world engineering optimization problems

    Article • Engineering Applications of Artificial Intelligence, August 2023, Elsevier

    Dr Seyedali Mirjalili

  57. Set algebra — based algebraic evolutionary algorithm for binary optimization problems

    Article • Applied Soft Computing, August 2023, Elsevier

    Dr Seyedali Mirjalili

  58. Explainable AI to understand study interest of engineering students

    Article • Education and Information Technologies, July 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  59. An Effective Imputation Method Using Data Enrichment for Missing Data of Loop Detectors in Intelligent Traffic Control Systems

    Article • Remote Sensing, July 2023, MDPI AG

    Dr Seyedali Mirjalili

  60. Late acceptance hill climbing aided chaotic harmony search for feature selection: An empirical analysis on medical data

    Article • Expert Systems with Applications, July 2023, Elsevier

    Dr Seyedali Mirjalili

  61. A novel hybrid arithmetic optimization algorithm for solving constrained optimization problems

    Article • Knowledge-Based Systems, July 2023, Elsevier

    Dr Seyedali Mirjalili

  62. Evaluating the Performance of various Algorithms for Wind Energy Optimization: A Hybrid Decision-Making model

    Article • Expert Systems with Applications, July 2023, Elsevier

    Dr Seyedali Mirjalili

  63. Innovative hybridization of the two-archive and PROMETHEE-II triple-objective and multi-criterion decision making for optimum configuration of the hybrid renewable energy system

    Article • Applied Energy, July 2023, Elsevier

    Dr Seyedali Mirjalili

  64. An intelligent tuning scheme with a master/slave approach for efficient control of the automatic voltage regulator

    Article • Neural Computing and Applications, June 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  65. Enhancing feature selection with GMSMFO: A global optimization algorithm for machine learning with application to intrusion detection

    Article • Journal of Computational Design and Engineering, June 2023, Oxford University Press (OUP)

    Mostafa Elhosseini, Dr Seyedali Mirjalili

  66. Optimal hybrid feature selection technique for diabetic retinopathy grading using fundus images

    Article • Sadhana, June 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  67. Hybrid Vulture-Coordinated Multi-Robot Exploration: A Novel Algorithm for Optimization of Multi-Robot Exploration

    Article • Mathematics, May 2023, MDPI AG

    Dr Seyedali Mirjalili

  68. A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations

    Article • Archives of Computational Methods in Engineering, May 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  69. Edge server placement problem in multi-access edge computing environment: models, techniques, and applications

    Article • Cluster Computing, May 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  70. A Global Best-guided Firefly Algorithm for Engineering Problems

    Article • Journal of Bionic Engineering, May 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  71. MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems

    Article • Neural Computing and Applications, May 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  72. GMO: geometric mean optimizer for solving engineering problems

    Article • Soft Computing, April 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  73. Machine Learning Models for the Identification of Prognostic and Predictive Cancer Biomarkers: A Systematic Review

    Article • International Journal of Molecular Sciences, April 2023, MDPI AG

    Dr Seyedali Mirjalili

  74. Designing INS/GNSS integrated navigation systems by using IPO algorithms

    Article • Neural Computing and Applications, April 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  75. Multi-objective chaos game optimization

    Article • Neural Computing and Applications, April 2023, Springer Science + Business Media

    Nima Khodadadi, Dr Seyedali Mirjalili

  76. An improved whale optimization algorithm based on multi-population evolution for global optimization and engineering design problems

    Article • Expert Systems with Applications, April 2023, Elsevier

    Dr Seyedali Mirjalili

  77. Deep learning and metaheuristics application in internet of things: A literature review

    Article • Microprocessors and Microsystems, April 2023, Elsevier

    Dr Seyedali Mirjalili

  78. Improved intelligent water drop-based hybrid feature selection method for microarray data processing

    Article • Computational Biology and Chemistry, April 2023, Elsevier

    Dr Seyedali Mirjalili

  79. Pulmonary Nodule Segmentation Framework Based on Fine-Tuned and Pretrained Deep Neural Network Using CT Images

    Article • IEEE Transactions on Radiation and Plasma Medical Sciences, April 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  80. A Hybrid Model for Predicting the Energy Dissipation on the Block Ramp Hydraulic Structures

    Article • Water Resources Management, March 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  81. A review of the application of the simulated annealing algorithm in structural health monitoring (1995-2021)

    Article • Fracture and Structural Integrity, March 2023, Gruppo Italiano Frattura

    Parsa Ghannadi, Dr Seyedali Mirjalili

  82. Photovoltaic parameter estimation using improved moth flame algorithms with local escape operators

    Article • Computers & Electrical Engineering, March 2023, Elsevier

    Mostafa Elhosseini, Dr Seyedali Mirjalili

  83. Discrete equilibrium optimizer combined with simulated annealing for feature selection

    Article • Journal of Computational Science, March 2023, Elsevier

    Dr Seyedali Mirjalili

  84. Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images

    Article • Expert Systems with Applications, March 2023, Elsevier

    Dr Seyedali Mirjalili

  85. Investigation of Recent Metaheuristics Based Selective Harmonic Elimination Problem for Different Levels of Multilevel Inverters

    Article • Electronics, February 2023, MDPI AG

    Dr Seyedali Mirjalili

  86. Multi-objective fitness-dependent optimizer algorithm

    Article • Neural Computing and Applications, February 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  87. Multi-Robot Exploration of Unknown Space Using Combined Meta-Heuristic Salp Swarm Algorithm and Deterministic Coordinated Multi-Robot Exploration

    Article • Sensors, February 2023, MDPI AG

    Dr Seyedali Mirjalili

  88. MFO-SFR: An Enhanced Moth-Flame Optimization Algorithm Using an Effective Stagnation Finding and Replacing Strategy

    Article • Mathematics, February 2023, MDPI AG

    Dr Seyedali Mirjalili

  89. Feature selection in wind speed forecasting systems based on meta-heuristic optimization

    Article • PLOS One, February 2023, PLOS

    Dr Seyedali Mirjalili

  90. Chaotic marine predators algorithm for global optimization of real-world engineering problems

    Article • Knowledge-Based Systems, February 2023, Elsevier

    Dr Seyedali Mirjalili

  91. Marine predator inspired naked mole-rat algorithm for global optimization

    Article • Expert Systems with Applications, February 2023, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  92. Trustworthy and Efficient Routing Algorithm for IoT-FinTech Applications Using Nonlinear Lévy Brownian Generalized Normal Distribution Optimization

    Article • IEEE Internet of Things Journal, February 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  93. Mesh Router Nodes Placement for Wireless Mesh Networks Based on an Enhanced Moth–Flame Optimization Algorithm

    Article • Mobile Networks and Applications, January 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  94. The Fifteen Puzzle—A New Approach through Hybridizing Three Heuristics Methods

    Article • Computers, January 2023, MDPI AG

    Dr Seyedali Mirjalili

  95. Mathematical Modeling and Evaluation of Reliability Parameters Based on Survival Possibilities under Uncertain Environment

    Article • Computer Modeling in Engineering & Sciences, January 2023, Computers, Materials and Continua (Tech Science Press)

    Dr. PAVAN KUMAR, Dr Seyedali Mirjalili

  96. BAOA: Binary Arithmetic Optimization Algorithm With K-Nearest Neighbor Classifier for Feature Selection

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Nima Khodadadi, Dr Seyedali Mirjalili

  97. Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  98. Damage assessment in laminated composite plates using modal Strain Energy and YUKI-ANN algorithm

    Article • Composite Structures, January 2023, Elsevier

    Dr Seyedali Mirjalili

  99. Improved Barnacles Movement Optimizer (IBMO) Algorithm for Engineering Design Problems

    Article • January 2023, Springer Science + Business Media

    Dr Seyedali Mirjalili

  100. ReSTiNet: An Efficient Deep Learning Approach to Improve Human Detection Accuracy

    Article • MethodsX, January 2023, Elsevier

    Dr Seyedali Mirjalili

  101. Strength prediction of a steel pipe having a hemi-ellipsoidal corrosion defect repaired by GFRP composite patch using artificial neural network

    Article • Composite Structures, January 2023, Elsevier

    Dr Seyedali Mirjalili

  102. The Deep Sleep Optimizer: A Human-Based Metaheuristic Approach

    Article • IEEE Access, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  103. Binary Starling Murmuration Optimizer Algorithm to Select Effective Features from Medical Data

    Article • Applied Sciences, December 2022, MDPI AG

    Dr Seyedali Mirjalili

  104. An innovative time-varying particle swarm-based Salp algorithm for intrusion detection system and large-scale global optimization problems

    Article • Artificial Intelligence Review, December 2022, Springer Science + Business Media

    Mostafa Elhosseini, Dr Seyedali Mirjalili

  105. Comparison of recent metaheuristic optimization algorithms to solve the SHE optimization problem in MLI

    Article • Neural Computing and Applications, December 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  106. A Systematic Literature Review on Fake News in the COVID-19 Pandemic: Can AI Propose a Solution?

    Article • Applied Sciences, December 2022, MDPI AG

    Dr Seyedali Mirjalili

  107. Diversity-Based Evolutionary Population Dynamics: A New Operator for Grey Wolf Optimizer

    Article • Processes, December 2022, MDPI AG

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  108. Using AHP-PROMOTHEE for Selection of Best Low-Impact Development Designs for Urban Flood Mitigation

    Article • Water Resources Management, December 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  109. A novel routing protocol based on grey wolf optimization and Q learning for wireless body area network

    Article • Expert Systems with Applications, December 2022, Elsevier

    Dr. Manoj Kumar, Dr Seyedali Mirjalili

  110. Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems

    Article • Advances in Engineering Software, December 2022, Elsevier

    Dr Seyedali Mirjalili

  111. A novel version of grey wolf optimizer based on a balance function and its application for hyperparameters optimization in deep neural network (DNN) for structural damage identification

    Article • Engineering Failure Analysis, December 2022, Elsevier

    Dr Seyedali Mirjalili

  112. A robust FRF damage indicator combined with optimization techniques for damage assessment in complex truss structures

    Article • Case Studies in Construction Materials, December 2022, Elsevier

    Dr Seyedali Mirjalili

  113. Binary equilibrium optimizer: Theory and application in building optimal control problems

    Article • Energy and Buildings, December 2022, Elsevier

    Dr Seyedali Mirjalili

  114. Multi-objective optimization and multi-criteria decision making aided by numerical method: Framework and a case study of Malaysia and South Africa

    Article • Energy Conversion and Management, December 2022, Elsevier

    Dr Seyedali Mirjalili

  115. Prediction of the peak load and crack initiation energy of dynamic brittle fracture in X70 steel pipes using an improved artificial neural network and extended Finite Element Method

    Article • Theoretical and Applied Fracture Mechanics, December 2022, Elsevier

    Dr Seyedali Mirjalili

  116. An efficient improved African vultures optimization algorithm with dimension learning hunting for traveling salesman and large‐scale optimization applications

    Article • International Journal of Intelligent Systems, November 2022, Wiley

    Dr Seyedali Mirjalili

  117. Enhancing Differential Evolution Algorithm: Adaptation for CEC 2017 and CEC 2021 Test Suites

    Article • November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  118. Metaheuristic Optimization for Improving Weed Detection in Wheat Images Captured by Drones

    Article • Mathematics, November 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  119. Nature inspired method for noninvasive fetal ECG extraction

    Article • Scientific Reports, November 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  120. An Al-Biruni Earth Radius Optimization-Based Deep Convolutional Neural Network for Classifying Monkeypox Disease

    Article • Diagnostics, November 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  121. Correction to: Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods

    Article • Archives of Computational Methods in Engineering, November 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  122. A modified multi-objective slime mould algorithm with orthogonal learning for numerical association rules mining

    Article • Neural Computing and Applications, November 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  123. A novel chaotic Runge Kutta optimization algorithm for solving constrained engineering problems

    Article • Journal of Computational Design and Engineering, November 2022, Oxford University Press (OUP)

    Dr Seyedali Mirjalili

  124. Deep feature selection using local search embedded social ski-driver optimization algorithm for breast cancer detection in mammograms

    Article • Neural Computing and Applications, November 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  125. Layout and design optimization of ocean wave energy converters: A scoping review of state-of-the-art canonical, hybrid, cooperative, and combinatorial optimization methods

    Article • Energy Reports, November 2022, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  126. Efficient decoupling-assisted evolutionary/metaheuristic framework for expensive reliability-based design optimization problems

    Article • Expert Systems with Applications, November 2022, Elsevier

    Dr Seyedali Mirjalili

  127. Multilevel segmentation of 2D and volumetric medical images using hybrid Coronavirus Optimization Algorithm

    Article • Computers in Biology and Medicine, November 2022, Elsevier

    Dr Seyedali Mirjalili

  128. The key role of clean energy and technology in smart cities development

    Article • Energy Strategy Reviews, November 2022, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  129. Advanced Dipper-Throated Meta-Heuristic Optimization Algorithm for Digital Image Watermarking

    Article • Applied Sciences, October 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  130. Meta-Heuristic Optimization of LSTM-Based Deep Network for Boosting the Prediction of Monkeypox Cases

    Article • Mathematics, October 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  131. Classification of Monkeypox Images Based on Transfer Learning and the Al-Biruni Earth Radius Optimization Algorithm

    Article • Mathematics, October 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  132. Optimal PID plus second-order derivative controller design for AVR system using a modified Runge Kutta optimizer and Bode’s ideal reference model

    Article • International Journal of Dynamics and Control, October 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  133. A Hybrid African Vulture Optimization Algorithm and Harmony Search: Algorithm and Application in Clustering

    Article • October 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  134. Abnormality classification and localization using dual-branch whole-region-based CNN model with histopathological images

    Article • Computers in Biology and Medicine, October 2022, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  135. MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection

    Article • Applied Soft Computing, October 2022, Elsevier

    Dr Seyedali Mirjalili

  136. Nonlinear marine predator algorithm: A cost-effective optimizer for fair power allocation in NOMA-VLC-B5G networks

    Article • Expert Systems with Applications, October 2022, Elsevier

    Dr Seyedali Mirjalili

  137. Wave power forecasting using an effective decomposition-based convolutional Bi-directional model with equilibrium Nelder-Mead optimiser

    Article • Energy, October 2022, Elsevier

    Dr Seyedali Mirjalili

  138. A Distributed Bi-Behaviors Crow Search Algorithm for Dynamic Multi-Objective Optimization and Many-Objective Optimization Problems

    Article • Applied Sciences, September 2022, MDPI AG

    Dr Seyedali Mirjalili

  139. Multilevel thresholding satellite image segmentation using chaotic coronavirus optimization algorithm with hybrid fitness function

    Article • Neural Computing and Applications, September 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  140. The Application of PSO in Structural Damage Detection: An Analysis of the Previously Released Publications (2005–2020)

    Article • Fracture and Structural Integrity, September 2022, Gruppo Italiano Frattura

    Parsa Ghannadi, Dr Seyedali Mirjalili

  141. ReSTiNet: On Improving the Performance of Tiny-YOLO-Based CNN Architecture for Applications in Human Detection

    Article • Applied Sciences, September 2022, MDPI AG

    Dr Seyedali Mirjalili

  142. TOPSIS aided ensemble of CNN models for screening COVID-19 in chest X-ray images

    Article • Scientific Reports, September 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  143. Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems

    Article • Engineering Applications of Artificial Intelligence, September 2022, Elsevier

    Dr Seyedali Mirjalili

  144. Enhanced whale optimization algorithm for medical feature selection: A COVID-19 case study

    Article • Computers in Biology and Medicine, September 2022, Elsevier

    Dr Seyedali Mirjalili

  145. Intelligent Trigonometric Particle Filter for visual tracking

    Article • ISA Transactions, September 2022, Elsevier

    Dr Seyedali Mirjalili

  146. Novel parameter extraction for Single, Double, and three diodes photovoltaic models based on robust adaptive arithmetic optimization algorithm and adaptive damping method of Berndt-Hall-Hall-Hausman

    Article • Solar Energy, September 2022, Elsevier

    Dr Seyedali Mirjalili

  147. Online metaheuristic algorithm selection

    Article • Expert Systems with Applications, September 2022, Elsevier

    Dr Seyedali Mirjalili

  148. Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods

    Article • Archives of Computational Methods in Engineering, August 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  149. COVIDOA: a novel evolutionary optimization algorithm based on coronavirus disease replication lifecycle

    Article • Neural Computing and Applications, August 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  150. MOAVOA: a new multi-objective artificial vultures optimization algorithm

    Article • Neural Computing and Applications, August 2022, Springer Science + Business Media

    Nima Khodadadi, Dr Seyedali Mirjalili

  151. Meta-Heuristic Optimization and Keystroke Dynamics for Authentication of Smartphone Users

    Article • Mathematics, August 2022, MDPI AG

    Nima Khodadadi, Dr Seyedali Mirjalili

  152. A mixed sine cosine butterfly optimization algorithm for global optimization and its application

    Article • Cluster Computing, August 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  153. Binary Approaches of Quantum-Based Avian Navigation Optimizer to Select Effective Features from High-Dimensional Medical Data

    Article • Mathematics, August 2022, MDPI AG

    Dr Seyedali Mirjalili

  154. HGSORF: Henry Gas Solubility Optimization-based Random Forest for C-Section prediction and XAI-based cause analysis

    Article • Computers in Biology and Medicine, August 2022, Elsevier

    Mr Mohammad Shahadat Hossain, Dr Seyedali Mirjalili

  155. Binary Simulated Normal Distribution Optimizer for feature selection: Theory and application in COVID-19 datasets

    Article • Expert Systems with Applications, August 2022, Elsevier

    Dr Seyedali Mirjalili

  156. A hybrid GA-ANFIS and F-Race tuned harmony search algorithm for Multi-Response optimization of Non-Traditional Machining process

    Article • Expert Systems with Applications, August 2022, Elsevier

    Dr Seyedali Mirjalili

  157. An effective multi-objective artificial hummingbird algorithm with dynamic elimination-based crowding distance for solving engineering design problems

    Article • Computer Methods in Applied Mechanics and Engineering, August 2022, Elsevier

    Dr Seyedali Mirjalili

  158. Inclined planes system optimization: Theory, literature review, and state-of-the-art versions for IIR system identification

    Article • Expert Systems with Applications, August 2022, Elsevier

    Dr Seyedali Mirjalili

  159. A robust possibilistic programming framework for designing an organ transplant supply chain under uncertainty

    Article • Annals of Operations Research, July 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  160. Prairie Dog Optimization Algorithm

    Article • Neural Computing and Applications, July 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  161. A Multi-Objective Modified PSO for Inverse Kinematics of a 5-DOF Robotic Arm

    Article • Applied Sciences, July 2022, MDPI AG

    Dr Seyedali Mirjalili

  162. Hybrid binary whale with harris hawks for feature selection

    Article • Neural Computing and Applications, July 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  163. Multi-objective scheduling of IoT-enabled smart homes for energy management based on Arithmetic Optimization Algorithm: A Node-RED and NodeMCU module-based technique

    Article • Knowledge-Based Systems, July 2022, Elsevier

    Dr. Navid Razmjooy, Dr Seyedali Mirjalili

  164. A ranking-based fuzzy adaptive hybrid crow search algorithm for combined heat and power economic dispatch

    Article • Expert Systems with Applications, July 2022, Elsevier

    Dr Seyedali Mirjalili

  165. BCOVIDOA: A Novel Binary Coronavirus Disease Optimization Algorithm for Feature Selection

    Article • Knowledge-Based Systems, July 2022, Elsevier

    Dr Seyedali Mirjalili

  166. Parameter extraction of single, double, and three diodes photovoltaic model based on guaranteed convergence arithmetic optimization algorithm and modified third order Newton Raphson methods

    Article • Renewable and Sustainable Energy Reviews, July 2022, Elsevier

    Dr Seyedali Mirjalili

  167. The cheetah optimizer: a nature-inspired metaheuristic algorithm for large-scale optimization problems

    Article • Scientific Reports, June 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  168. Multi-objective Stochastic Paint Optimizer (MOSPO)

    Article • Neural Computing and Applications, June 2022, Springer Science + Business Media

    Nima Khodadadi, Dr Seyedali Mirjalili

  169. Binary Aquila Optimizer for Selecting Effective Features from Medical Data: A COVID-19 Case Study

    Article • Mathematics, June 2022, MDPI AG

    Dr Seyedali Mirjalili

  170. Binary Grey Wolf Optimizer with Mutation and Adaptive K-nearest Neighbour for Feature Selection in Parkinson’s Disease Diagnosis

    Article • Knowledge-Based Systems, June 2022, Elsevier

    Dr Seyedali Mirjalili

  171. Development of smart energy systems for communities: technologies, policies and applications

    Article • Energy, June 2022, Elsevier

    Dr Seyedali Mirjalili

  172. Circular economy application in designing sustainable medical waste management systems

    Article • Environmental Science and Pollution Research, May 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  173. Hybrid Grey Wolf Optimizer Based Optimal Capacitor Placement in Radial Distribution Systems

    Article • Electric Power Components and Systems, May 2022, Taylor & Francis

    Dr Seyedali Mirjalili

  174. A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem

    Article • Engineering Applications of Artificial Intelligence, May 2022, Elsevier

    Dr Seyedali Mirjalili

  175. GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems

    Article • Journal of Computational Science, May 2022, Elsevier

    Dr Seyedali Mirjalili

  176. Quaternion convolutional long short-term memory neural model with an adaptive decomposition method for wind speed forecasting: North aegean islands case studies

    Article • Energy Conversion and Management, May 2022, Elsevier

    Dr Seyedali Mirjalili

  177. COVIDOA: A Novel Evolutionary Optimization Algorithm Based on Coronavirus Replication Lifecycle

    Article • April 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  178. A Chaos–Infused Moth–Flame Optimizer

    Article • Arabian Journal for Science and Engineering, April 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  179. Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm

    Article • Soft Computing, April 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  180. UAV Path Planning Using Optimization Approaches: A Survey

    Article • Archives of Computational Methods in Engineering, April 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  181. A hybrid PSO and Grey Wolf Optimization algorithm for static and dynamic crack identification

    Article • Theoretical and Applied Fracture Mechanics, April 2022, Elsevier

    Dr Seyedali Mirjalili

  182. An efficient photovoltaic modeling using an Adaptive Fractional-order Archimedes Optimization Algorithm: Validation with partial shading conditions

    Article • Solar Energy, April 2022, Elsevier

    Dr Seyedali Mirjalili

  183. VecMetaPy: A vectorized framework for metaheuristic optimization in Python

    Article • Advances in Engineering Software, April 2022, Elsevier

    Dr Seyedali Mirjalili

  184. A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors

    Article • Sensors, March 2022, MDPI AG

    Dr Seyedali Mirjalili

  185. A novel approach for deterioration and damage identification in building structures based on Stockwell-Transform and deep convolutional neural network

    Article • Journal of Structural Integrity and Maintenance, March 2022, Taylor & Francis

    Dr Seyedali Mirjalili, A/Professor Ehsan Noroozinejad Farsangi

  186. Joint user grouping and power control using whale optimization algorithm for NOMA uplink systems

    Article • PeerJ Computer Science, March 2022, PeerJ

    Dr Seyedali Mirjalili

  187. Hybridizing of Whale and Moth-Flame Optimization Algorithms to Solve Diverse Scales of Optimal Power Flow Problem

    Article • Electronics, March 2022, MDPI AG

    Dr Seyedali Mirjalili

  188. An Investigation of the Policies and Crucial Sectors of Smart Cities Based on IoT Application

    Article • Applied Sciences, March 2022, MDPI AG

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  189. Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data

    Article • Computers in Biology and Medicine, March 2022, Elsevier

    Dr Seyedali Mirjalili, Mohamed Loey

  190. Novel binary differential evolution algorithm based on Taper-shaped transfer functions for binary optimization problems

    Article • Swarm and Evolutionary Computation, March 2022, Elsevier

    Dr Seyedali Mirjalili

  191. On the problem formulation for parameter extraction of the photovoltaic model: Novel integration of hybrid evolutionary algorithm and Levenberg Marquardt based on adaptive damping parameter formula

    Article • Energy Conversion and Management, March 2022, Elsevier

    Dr Seyedali Mirjalili

  192. Zero root-mean-square error for single- and double-diode photovoltaic models parameter determination

    Article • Neural Computing and Applications, February 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  193. Nodes placement in wireless mesh networks using optimization approaches: a survey

    Article • Neural Computing and Applications, February 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  194. Black hole algorithm: A comprehensive survey

    Article • Applied Intelligence, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  195. A data-driven approach for linear and nonlinear damage detection using variational mode decomposition and GARCH model

    Article • Engineering With Computers, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili, A/Professor Ehsan Noroozinejad Farsangi

  196. Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review

    Article • Archives of Computational Methods in Engineering, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  197. Meta-heuristic optimization algorithms for solving real-world mechanical engineering design problems: a comprehensive survey, applications, comparative analysis, and results

    Article • Neural Computing and Applications, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  198. Multi-objective learner performance-based behavior algorithm

    Article • Neural Computing and Applications, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  199. A beta salp swarm algorithm meta-heuristic for inverse kinematics and optimization

    Article • Applied Intelligence, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  200. Truss optimization with natural frequency constraints using generalized normal distribution optimization

    Article • Applied Intelligence, January 2022, Springer Science + Business Media

    Nima Khodadadi, Dr Seyedali Mirjalili

  201. A comprehensive review of deep neuro-fuzzy system architectures and their optimization methods

    Article • Neural Computing and Applications, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  202. A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms

    Article • Archives of Computational Methods in Engineering, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  203. Adaptive grey wolf optimizer

    Article • Neural Computing and Applications, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  204. An enhanced moth flame optimization with mutualism scheme for function optimization

    Article • Soft Computing, January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  205. Discrete Equilibrium Optimizer Combined with Simulated Annealing for Feature Selection

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  206. An Archive-Based Multi-Objective Arithmetic Optimization Algorithm for Solving Industrial Engineering Problems

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Nima Khodadadi, Dr Seyedali Mirjalili

  207. Dynamic Arithmetic Optimization Algorithm for Truss Optimization Under Natural Frequency Constraints

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Nima Khodadadi, Dr Seyedali Mirjalili

  208. Comparing SSALEO as a Scalable Large Scale Global Optimization Algorithm to High-Performance Algorithms for Real-World Constrained Optimization Benchmark

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mostafa Elhosseini, Dr Seyedali Mirjalili

  209. Optimized Ensemble Algorithm for Predicting Metamaterial Antenna Parameters

    Article • Computers Materials & Continua, January 2022, Tsinghua University Press

    Dr Abdelhameed Ibrahim, Dr Seyedali Mirjalili

  210. A Hybrid Firefly Algorithm and Particle Swarm Optimization Algorithm for Mesh Routers Placement Problem in Wireless Mesh Networks

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  211. A Novel Theoretical and Practical Methodology for Extracting the Parameters of the Single and Double Diode Photovoltaic Models

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  212. AMHS: Archive-Based Multi-objective Harmony Search Algorithm

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  213. Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications

    Article • Computer Methods in Applied Mechanics and Engineering, January 2022, Elsevier

    Dr Seyedali Mirjalili

  214. Chaotic Stochastic Paint Optimizer (CSPO)

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  215. EEG Channel Selection for Person Identification Using Binary Grey Wolf Optimizer

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  216. Evolutionary Population Dynamic Mechanisms for the Harmony Search Algorithm

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  217. Feature selection methods on gene expression microarray data for cancer classification: A systematic review

    Article • Computers in Biology and Medicine, January 2022, Elsevier

    Dr Seyedali Mirjalili

  218. Hybrid Generalized Normal Distribution Optimization with Sine Cosine Algorithm for Global Optimization

    Article • January 2022, Springer Science + Business Media

    Dr Seyedali Mirjalili

  219. Layout optimisation of offshore wave energy converters using a novel multi-swarm cooperative algorithm with backtracking strategy: A case study from coasts of Australia

    Article • Energy, January 2022, Elsevier

    Dr Seyedali Mirjalili

  220. Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images

    Article • Applied Soft Computing, January 2022, Elsevier

    Dr Seyedali Mirjalili

  221. Novel Meta-Heuristic Algorithm for Feature Selection, Unconstrained Functions and Engineering Problems

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  222. Particle Swarm Optimization: A Comprehensive Survey

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  223. Solving the Mesh Router Nodes Placement in Wireless Mesh Networks Using Coyote Optimization Algorithm

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  224. Multi-objective equilibrium optimizer: framework and development for solving multi-objective optimization problems

    Article • Journal of Computational Design and Engineering, December 2021, Oxford University Press (OUP)

    Dr Seyedali Mirjalili

  225. Migration-Based Moth-Flame Optimization Algorithm

    Article • Processes, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  226. An Optimistic Solver for the Mathematical Model of the Flow of Johnson Segalman Fluid on the Surface of an Infinitely Long Vertical Cylinder

    Article • Materials, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  227. Development of Sustainable Energy Use with Attention to Fruitful Policy

    Article • Sustainability, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  228. MTV-MFO: Multi-Trial Vector-Based Moth-Flame Optimization Algorithm

    Article • Symmetry, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  229. Forecasting of excavation problems for high-rise building in Vietnam using planet optimization algorithm

    Article • Scientific Reports, December 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  230. An Improved Moth-Flame Optimization Algorithm with Adaptation Mechanism to Solve Numerical and Mechanical Engineering Problems

    Article • Entropy, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  231. ANA: Ant Nesting Algorithm for Optimizing Real-World Problems

    Article • Mathematics, December 2021, MDPI AG

    Dr Seyedali Mirjalili

  232. An extensive dataset of handwritten central Kurdish isolated characters

    Article • Data in Brief, December 2021, Elsevier

    Dr Seyedali Mirjalili

  233. Enhanced Jaya algorithm: A simple but efficient optimization method for constrained engineering design problems

    Article • Knowledge-Based Systems, December 2021, Elsevier

    Dr Seyedali Mirjalili

  234. A novel version of Cuckoo search algorithm for solving optimization problems

    Article • Expert Systems with Applications, December 2021, Elsevier

    Dr Seyedali Mirjalili

  235. COVID-19 cough sound symptoms classification from scalogram image representation using deep learning models

    Article • Computers in Biology and Medicine, December 2021, Elsevier

    Dr Seyedali Mirjalili, Mohamed Loey

  236. EWOA-OPF: Effective Whale Optimization Algorithm to Solve Optimal Power Flow Problem

    Article • Electronics, November 2021, MDPI AG

    Dr Seyedali Mirjalili

  237. Cascaded H-bridge multilevel inverters optimization using adaptive grey wolf optimizer with local search

    Article • Archiv für Elektrotechnik, November 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  238. A novel four-step feature selection technique for diabetic retinopathy grading

    Article • Physical and Engineering Sciences in Medicine, November 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  239. An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism

    Article • Applied Sciences, November 2021, MDPI AG

    Dr Seyedali Mirjalili

  240. COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble

    Article • Computers in Biology and Medicine, November 2021, Elsevier

    Dr Seyedali Mirjalili

  241. A new robust flexibility index for structural damage identification and quantification

    Article • Engineering Failure Analysis, November 2021, Elsevier

    Dr Seyedali Mirjalili

  242. Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems

    Article • Expert Systems with Applications, November 2021, Elsevier

    Dr Seyedali Mirjalili

  243. Discrepancy detection between actual user reviews and numeric ratings of Google App store using deep learning

    Article • Expert Systems with Applications, November 2021, Elsevier

    Dr Seyedali Mirjalili

  244. Evaluation of human resource information systems using grey ordinal pairwise comparison MCDM methods

    Article • Expert Systems with Applications, November 2021, Elsevier

    Dr Seyedali Mirjalili

  245. Using machine learning and computer vision to estimate the angular velocity of wind turbines in smart grids remotely

    Article • Energy Reports, November 2021, Elsevier

    Dr Seyedali Mirjalili

  246. DMFO-CD: A Discrete Moth-Flame Optimization Algorithm for Community Detection

    Article • Algorithms, October 2021, MDPI AG

    Dr Seyedali Mirjalili

  247. B-MFO: A Binary Moth-Flame Optimization for Feature Selection from Medical Datasets

    Article • Computers, October 2021, MDPI AG

    Dr Seyedali Mirjalili

  248. A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives

    Article • Archives of Computational Methods in Engineering, October 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili, A/Professor Ehsan Noroozinejad Farsangi, Professor Mohammad Noori

  249. Intelligent Detection of the PV Faults Based on Artificial Neural Network and Type 2 Fuzzy Systems

    Article • Energies, October 2021, MDPI AG

    Dr. Manoj Kumar, Dr Seyedali Mirjalili

  250. Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method

    Article • International Journal of Intelligent Systems, October 2021, Wiley

    Dr Seyedali Mirjalili

  251. Optimization of an appointment scheduling problem for healthcare systems based on the quality of fairness service using whale optimization algorithm and NSGA-II

    Article • Scientific Reports, October 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  252. Secure video communication using firefly optimization and visual cryptography

    Article • Artificial Intelligence Review, October 2021, Springer Science + Business Media

    Dr. Manoj Kumar, Dr Seyedali Mirjalili

  253. Swarm intelligence for next-generation networks: Recent advances and applications

    Article • Journal of Network and Computer Applications, October 2021, Elsevier

    Dr Seyedali Mirjalili

  254. An improved Artificial Neural Network using Arithmetic Optimization Algorithm for damage assessment in FGM composite plates

    Article • Composite Structures, October 2021, Elsevier

    Dr Seyedali Mirjalili

  255. WOANet: Whale optimized deep neural network for the classification of COVID-19 from radiography images

    Article • Journal of Applied Biomedicine, October 2021, Elsevier

    Dr Seyedali Mirjalili

  256. YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification

    Article • Journal of Computational Science, October 2021, Elsevier

    Dr Seyedali Mirjalili

  257. A Distributed Bi-behaviors Crow Search Algorithm for Dynamic Multi-Objective Optimization and Many-Objective Optimization

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  258. A Distributed Bi-behaviors Crow Search Algorithm for Dynamic Multi-Objective Optimization and Many-Objective Optimization

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  259. A Cost-Efficient-Based Cooperative Allocation of Mining Devices and Renewable Resources Enhancing Blockchain Architecture

    Article • Sustainability, September 2021, MDPI AG

    Dr Seyedali Mirjalili

  260. A Distributed Bi-behaviors Crow Search Algorithm for Dynamic Multi-Objective Optimization and Many-Objective Optimization

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  261. IoT–Blockchain: Harnessing the Power of Internet of Thing and Blockchain for Smart Supply Chain

    Article • Sensors, September 2021, MDPI AG

    Professor Peyman Akhavan, Dr Seyedali Mirjalili

  262. Emerging Swarm Intelligence Algorithms and Their Applications in Antenna Design: The GWO, WOA, and SSA Optimizers

    Article • Applied Sciences, September 2021, MDPI AG

    Dr Seyedali Mirjalili

  263. A comprehensive survey of recent trends in deep learning for digital images augmentation

    Article • Artificial Intelligence Review, September 2021, Springer Science + Business Media

    Mohamed Loey, Dr Seyedali Mirjalili

  264. Nonlinear-based Chaotic Harris Hawks Optimizer: Algorithm and Internet of Vehicles application

    Article • Applied Soft Computing, September 2021, Elsevier

    Dr Kayhan Ghafoor, Dr Seyedali Mirjalili

  265. AIEOU: Automata-based improved equilibrium optimizer with U-shaped transfer function for feature selection

    Article • Knowledge-Based Systems, September 2021, Elsevier

    Dr Seyedali Mirjalili

  266. Effective policies to overcome barriers in the development of smart cities

    Article • Energy Research & Social Science, September 2021, Elsevier

    Dr Seyedali Mirjalili

  267. Optimization of Multilevel Inverters Using Novelty-driven Multi-verse Optimization Algorithm

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  268. A survey on dragonfly algorithm and its applications in engineering

    Article • Evolutionary Intelligence, August 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  269. Classification of Reservoir Recovery Factor for Oil and Gas Reservoirs: A Multi-Objective Feature Selection Approach

    Article • Journal of Marine Science and Engineering, August 2021, MDPI AG

    Dr Seyedali Mirjalili

  270. MOMPA: Multi-objective marine predator algorithm for solving multi-objective optimization problems

    Article • Evolutionary Intelligence, August 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  271. Transportation problem in neutrosophic environment

    Article • Sadhana, August 2021, Springer Science + Business Media

    Dr. PAVAN KUMAR, Dr Seyedali Mirjalili

  272. African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

    Article • Computers & Industrial Engineering, August 2021, Elsevier

    Dr Seyedali Mirjalili

  273. Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection

    Article • Computers in Biology and Medicine, August 2021, Elsevier

    Dr Seyedali Mirjalili

  274. Developing a model for multi-objective optimization of open channels and labyrinth weirs: Theory and application in Isfahan Irrigation Networks

    Article • Flow Measurement and Instrumentation, August 2021, Elsevier

    Dr Seyedali Mirjalili

  275. Silas: A high-performance machine learning foundation for logical reasoning and verification

    Article • Expert Systems with Applications, August 2021, Elsevier

    Dr Seyedali Mirjalili

  276. Wind turbine power output prediction using a new hybrid neuro-evolutionary method

    Article • Energy, August 2021, Elsevier

    Dr Seyedali Mirjalili

  277. Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach

    Article • Neural Computing and Applications, July 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  278. Investigating Smart City Development Based on Green Buildings, Electrical Vehicles and Feasible Indicators

    Article • Sustainability, July 2021, MDPI AG

    Dr Seyedali Mirjalili

  279. Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems

    Article • International Journal of Intelligent Systems, July 2021, Wiley

    Dr Seyedali Mirjalili

  280. Opposition-based Laplacian Equilibrium Optimizer with application in Image Segmentation using Multilevel Thresholding

    Article • Expert Systems with Applications, July 2021, Elsevier

    Dr Seyedali Mirjalili

  281. Multi-Mode Wave Energy Converter Design Optimisation Using an Improved Moth Flame Optimisation Algorithm

    Article • Energies, June 2021, MDPI AG

    Dr Seyedali Mirjalili

  282. Adaptive Evolutionary Clustering Algorithm Star

    Article • Complex & Intelligent Systems, June 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  283. A comprehensive survey of sine cosine algorithm: variants and applications

    Article • Artificial Intelligence Review, June 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  284. Evolutionary clustering algorithm star for clustering heterogeneous datasets

    Article • Data in Brief, June 2021, Elsevier

    Bryar Hassan, Dr Seyedali Mirjalili

  285. Exergo-economic analysis and multi-objective multi-verse optimization of a solar/biomass-based trigeneration system using externally-fired gas turbine, organic Rankine cycle and absorption refrigeration cycle

    Article • Applied Thermal Engineering, June 2021, Elsevier

    Dr Seyedali Mirjalili

  286. Flow Direction Algorithm (FDA): A Novel Optimization Approach for Solving Optimization Problems

    Article • Computers & Industrial Engineering, June 2021, Elsevier

    Dr Seyedali Mirjalili

  287. A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm

    Article • Energy Conversion and Management, May 2021, Elsevier

    Dr Seyedali Mirjalili

  288. A bi-stage feature selection approach for COVID-19 prediction using chest CT images

    Article • Applied Intelligence, April 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  289. Diagnosing COVID-19 pneumonia from x-ray and CT images using deep learning and transfer learning algorithms

    Article • April 2021, SPIE

    Dr Kayhan Ghafoor, Dr Seyedali Mirjalili

  290. Minimum energy transmission forest‐based geocast insoftware‐definedwireless sensor networks

    Article • Transactions on Emerging Telecommunications Technologies, April 2021, Wiley

    Dr Seyedali Mirjalili

  291. The Arithmetic Optimization Algorithm

    Article • Computer Methods in Applied Mechanics and Engineering, April 2021, Elsevier

    Professor Amir H Gandomi, Dr Seyedali Mirjalili

  292. A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics

    Article • Advances in Engineering Software, April 2021, Elsevier

    Dr Seyedali Mirjalili

  293. Efficient fractional-order modified Harris hawks optimizer for proton exchange membrane fuel cell modeling

    Article • Engineering Applications of Artificial Intelligence, April 2021, Elsevier

    Dr Seyedali Mirjalili

  294. Enhanced multi-verse optimizer for task scheduling in cloud computing environments

    Article • Expert Systems with Applications, April 2021, Elsevier

    Dr Seyedali Mirjalili

  295. Quantum Henry gas solubility optimization algorithm for global optimization

    Article • Engineering With Computers, March 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  296. Inverse problem for dynamic structural health monitoring based on slime mould algorithm

    Article • Engineering With Computers, March 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  297. An improved grey wolf optimizer for solving engineering problems

    Article • Expert Systems with Applications, March 2021, Elsevier

    Dr Seyedali Mirjalili

  298. A novel enhanced whale optimization algorithm for global optimization

    Article • Computers & Industrial Engineering, March 2021, Elsevier

    Dr Seyedali Mirjalili

  299. An efficient binary slime mould algorithm integrated with a novel attacking-feeding strategy for feature selection

    Article • Computers & Industrial Engineering, March 2021, Elsevier

    Dr Seyedali Mirjalili

  300. An efficient approach for damage identification based on improved machine learning using PSO-SVM

    Article • Engineering With Computers, February 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  301. Dynamic Salp swarm algorithm for feature selection

    Article • Expert Systems with Applications, February 2021, Elsevier

    Dr Seyedali Mirjalili

  302. MOEO-EED: A multi-objective equilibrium optimizer with exploration–exploitation​ dominance strategy

    Article • Knowledge-Based Systems, February 2021, Elsevier

    Dr Seyedali Mirjalili

  303. Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network

    Article • Cognitive Computation, January 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  304. A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems

    Article • Archives of Computational Methods in Engineering, January 2021, Springer Science + Business Media

    Dr Seyedali Mirjalili

  305. A Binary Equilibrium Optimization Algorithm for 0–1 Knapsack Problems

    Article • Computers & Industrial Engineering, January 2021, Elsevier

    Dr Seyedali Mirjalili

  306. A Hyper Learning Binary Dragonfly Algorithm for Feature Selection: A COVID-19 Case Study

    Article • Knowledge-Based Systems, January 2021, Elsevier

    Dr Seyedali Mirjalili

  307. A novel Whale Optimization Algorithm integrated with Nelder–Mead simplex for multi-objective optimization problems

    Article • Knowledge-Based Systems, January 2021, Elsevier

    Dr Seyedali Mirjalili

  308. New binary marine predators optimization algorithms for 0–1 knapsack problems

    Article • Computers & Industrial Engineering, January 2021, Elsevier

    Dr Seyedali Mirjalili

  309. A New Arithmetic Optimization Algorithm for Solving Real-World Multiobjective CEC-2021 Constrained Optimization Problems: Diversity Analysis and Validations

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  310. Advanced Ensemble Model for Solar Radiation Forecasting Using Sine Cosine Algorithm and Newton’s Laws

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  311. Advanced Meta-Heuristics, Convolutional Neural Networks, and Feature Selectors for Efficient COVID-19 X-Ray Chest Image Classification

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  312. An Efficient Marine Predators Algorithm for Solving Multi-Objective Optimization Problems: Analysis and Validations

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  313. Emotion Recognition by Textual Tweets Classification Using Voting Classifier (LR-SGD)

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  314. Grasshopper Optimization Algorithm: Theory, Variants, and Applications

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  315. Identifying Critical Dimensions for Project Success in R&D Environment Using Delphi Study and Validation Techniques

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  316. Improving the Prediction of Heart Failure Patients’ Survival Using SMOTE and Effective Data Mining Techniques

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  317. Vision-Based Human Detection Techniques: A Descriptive Review

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  318. Wind Speed Ensemble Forecasting Based on Deep Learning Using Adaptive Dynamic Optimization Algorithm

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  319. General Learning Equilibrium Optimizer: A New Feature Selection Method for Biological Data Classification

    Article • Applied Artificial Intelligence, December 2020, Taylor & Francis

    Dr Seyedali Mirjalili

  320. MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems

    Article • Applied Soft Computing, December 2020, Elsevier

    Dr Seyedali Mirjalili

  321. A novel objective function with artificial ecosystem-based optimization for relieving the mismatching power loss of large-scale photovoltaic array

    Article • Energy Conversion and Management, December 2020, Elsevier

    Dr Seyedali Mirjalili

  322. Vision-based personalized Wireless Capsule Endoscopy for smart healthcare: Taxonomy, literature review, opportunities and challenges

    Article • Future Generation Computer Systems, December 2020, Elsevier

    Dr Seyedali Mirjalili

  323. Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis

    Article • Archives of Computational Methods in Engineering, November 2020, Springer Science + Business Media

    Professor Amir H Gandomi, Dr Seyedali Mirjalili

  324. An efficient equilibrium optimizer with mutation strategy for numerical optimization

    Article • Applied Soft Computing, November 2020, Elsevier

    Dr Seyedali Mirjalili

  325. Generalized normal distribution optimization and its applications in parameter extraction of photovoltaic models

    Article • Energy Conversion and Management, November 2020, Elsevier

    Dr Seyedali Mirjalili

  326. Slime mould algorithm: A new method for stochastic optimization

    Article • Future Generation Computer Systems, October 2020, Elsevier

    Dr Ali Asghar Heidari, Dr Seyedali Mirjalili

  327. Solar photovoltaic parameter estimation using an improved equilibrium optimizer

    Article • Solar Energy, October 2020, Elsevier

    Dr Seyedali Mirjalili

  328. OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19

    Article • Applied Intelligence, September 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  329. A dynamic locality multi-objective salp swarm algorithm for feature selection

    Article • Computers & Industrial Engineering, September 2020, Elsevier

    Dr Ali Asghar Heidari, Dr Seyedali Mirjalili

  330. A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization

    Article • Expert Systems with Applications, September 2020, Elsevier

    Dr Seyedali Mirjalili

  331. Marine Predators Algorithm: A nature-inspired metaheuristic

    Article • Expert Systems with Applications, August 2020, Elsevier

    Professor Amir H Gandomi, Dr Seyedali Mirjalili

  332. Efficient design of wideband digital fractional order differentiators and integrators using multi-verse optimizer

    Article • Applied Soft Computing, August 2020, Elsevier

    Dr Seyedali Mirjalili

  333. Introducing clustering based population in Binary Gravitational Search Algorithm for Feature Selection

    Article • Applied Soft Computing, August 2020, Elsevier

    Dr Seyedali Mirjalili

  334. Selective Opposition based Grey Wolf Optimization

    Article • Expert Systems with Applications, August 2020, Elsevier

    Dr Seyedali Mirjalili

  335. Neuroevolution-based autonomous robot navigation: A comparative study

    Article • Cognitive Systems Research, August 2020, Elsevier

    Dr Seyedali Mirjalili

  336. Embedded chaotic whale survival algorithm for filter–wrapper feature selection

    Article • Soft Computing, July 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  337. Improved Whale Optimization Algorithm applied to design PID plus second-order derivative controller for automatic voltage regulator system

    Article • Journal of the Chinese Institute of Engineers, July 2020, Taylor & Francis

    Dr Seyedali Mirjalili

  338. Fractional-order calculus-based flower pollination algorithm with local search for global optimization and image segmentation

    Article • Knowledge-Based Systems, June 2020, Elsevier

    Dr Seyedali Mirjalili

  339. Fractional-order cuckoo search algorithm for parameter identification of the fractional-order chaotic, chaotic with noise and hyper-chaotic financial systems

    Article • Engineering Applications of Artificial Intelligence, June 2020, Elsevier

    Dr Seyedali Mirjalili

  340. Multiple scenarios multi-objective salp swarm optimization for sizing of standalone photovoltaic system

    Article • Renewable Energy, June 2020, Elsevier

    Dr Seyedali Mirjalili

  341. Special issue on “real-world optimization problems and meta-heuristics”

    Article • Neural Computing and Applications, May 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  342. BEO: Binary Equilibrium Optimizer Combined with Simulated Annealing for Feature Selection

    Article • May 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  343. Ant Lion Optimizer: A Comprehensive Survey of Its Variants and Applications

    Article • Archives of Computational Methods in Engineering, April 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  344. Whale Optimization Algorithm With Applications to Resource Allocation in Wireless Networks

    Article • IEEE Transactions on Vehicular Technology, April 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  345. Comparison of recent optimization algorithms for design optimization of a cam-follower mechanism

    Article • Knowledge-Based Systems, March 2020, Elsevier

    Dr Seyedali Mirjalili

  346. Equilibrium optimizer: A novel optimization algorithm

    Article • Knowledge-Based Systems, March 2020, Elsevier

    Dr Seyedali Mirjalili

  347. A new fusion of grey wolf optimizer algorithm with a two-phase mutation for feature selection

    Article • Expert Systems with Applications, January 2020, Elsevier

    Dr Seyedali Mirjalili

  348. Evolutionary Machine Learning Techniques

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  349. Multi-Objective Optimization using Artificial Intelligence Techniques

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  350. Nature-Inspired Optimizers

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  351. Optimisation Algorithms for Hand Posture Estimation

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  352. An Improved Harris Hawks Optimization Algorithm With Simulated Annealing for Feature Selection in the Medical Field

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  353. Approaches to Multi-Objective Feature Selection: A Systematic Literature Review

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  354. Binary Multi-Objective Grey Wolf Optimizer for Feature Selection in Classification

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  355. Dynamic Butterfly Optimization Algorithm for Feature Selection

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  356. Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT Images

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  357. Henry gas solubility optimization: A novel physics-based algorithm

    Article • Future Generation Computer Systems, December 2019, Elsevier

    Dr Seyedali Mirjalili

  358. nImproved salp swarm algorithm based on opposition based learning and novel local search algorithm for feature selection

    Article • Expert Systems with Applications, December 2019, Elsevier

    Dr Seyedali Mirjalili

  359. A Harmonic Estimator Design with Evolutionary Operators Equipped Grey Wolf Optimizer

    Article • Expert Systems with Applications, December 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Rajesh Kumar

  360. A Review of Grey Wolf Optimizer-Based Feature Selection Methods for Classification

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  361. Autonomous Robot Navigation Using Moth-Flame-Based Neuroevolution

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  362. Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  363. Efficient Moth-Flame-Based Neuroevolution Models

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  364. EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  365. Introduction to Evolutionary Machine Learning Techniques

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  366. Link Prediction Using Evolutionary Neural Network Models

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  367. Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  368. Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  369. Support Vector Machine: Applications and Improvements Using Evolutionary Algorithms

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  370. Optimal design of IIR wideband digital differentiators and integrators using salp swarm algorithm

    Article • Knowledge-Based Systems, October 2019, Elsevier

    Dr Seyedali Mirjalili

  371. Improving the reliability of implicit averaging methods using new conditional operators for robust optimization

    Article • Swarm and Evolutionary Computation, September 2019, Elsevier

    Dr Seyedali Mirjalili

  372. A New 3D Hand Model, Hand Shape Optimisation and Evolutionary Population Dynamics for PSO and MOPSO

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  373. A Survey of Hand Posture Estimation Techniques and Optimisation Algorithms

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  374. Evaluating PSO and MOPSO Equipped with Evolutionary Population Dynamics

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  375. Future Trends in Hand Posture Estimation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  376. Hand Model Estimation Considering Two Objectives Using EPD-Based Multi-objective Particle Swarm Optimisation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  377. Hand Recovery for Geometry-Based Models Using EPD-Based Particle Swarm Optimisation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  378. Hand Shape Optimisation for Geometry-Based Models Using EPD-Based Particle Swarm Optimisation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  379. Introduction to Hand Posture Estimation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  380. A direct method for solving calculus of variations problems using the whale optimization algorithm

    Article • Evolutionary Intelligence, August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  381. Time-Varying Hierarchical Chains of Salps with Random Weight Networks for Feature Selection

    Article • Expert Systems with Applications, August 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  382. Harris hawks optimization: Algorithm and applications

    Article • Future Generation Computer Systems, August 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  383. Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection

    Article • Cognitive Computation, July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  384. Introduction to Multi-objective Optimization

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  385. Multi-objective Grey Wolf Optimizer

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  386. Multi-objective Particle Swarm Optimization

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  387. Non-dominated Sorting Genetic Algorithm

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  388. What is Really Multi-objective Optimization?

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  389. Correction to: A Comparative Study of Recent Non-traditional Methods for Mechanical Design Optimization

    Article • Archives of Computational Methods in Engineering, June 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  390. A Comparative Study of Recent Non-traditional Methods for Mechanical Design Optimization

    Article • Archives of Computational Methods in Engineering, May 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  391. An Evolutionary Gravitational Search-based Feature Selection

    Article • Information Sciences, May 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  392. A hyper-heuristic for improving the initial population of whale optimization algorithm

    Article • Knowledge-Based Systems, May 2019, Elsevier

    Dr Seyedali Mirjalili

  393. Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach

    Article • Knowledge and Information Systems, April 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  394. A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems

    Article • Computers & Industrial Engineering, April 2019, Elsevier

    Dr Seyedali Mirjalili

  395. Radiation pattern design of photonic crystal LED optimized by using multi-objective grey wolf optimizer

    Article • Photonic Network Communications, March 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr. Behnaz Merikhi

  396. Adaptive $$\beta -$$ β - hill climbi...

    Article • Soft Computing, March 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  397. A set of efficient heuristics for a home healthcare problem

    Article • Neural Computing and Applications, March 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  398. Binary grasshopper optimisation algorithm approaches for feature selection problems

    Article • Expert Systems with Applications, March 2019, Elsevier

    Dr Seyedali Mirjalili

  399. Evolving neural networks using bird swarm algorithm for data classification and regression applications

    Article • Cluster Computing, February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  400. Binary multi-verse optimization algorithm for global optimization and discrete problems

    Article • International Journal of Machine Learning and Cybernetics, February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  401. Ant Colony Optimizer: Theory, Literature Review, and Application in AUV Path Planning

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  402. Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  403. Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  404. Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  405. Grasshopper Optimization Algorithm: Theory, Literature Review, and Application in Hand Posture Estimation

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  406. Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  407. Introduction to Nature-Inspired Algorithms

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  408. Moth-Flame Optimization Algorithm: Theory, Literature Review, and Application in Optimal Nonlinear Feedback Control Design

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  409. Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  410. Particle Swarm Optimization: Theory, Literature Review, and Application in Airfoil Design

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  411. Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  412. Sine Cosine Algorithm: Theory, Literature Review, and Application in Designing Bend Photonic Crystal Waveguides

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  413. Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  414. An enhanced associative learning-based exploratory whale optimizer for global optimization

    Article • Neural Computing and Applications, January 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  415. Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme

    Article • International Journal of Machine Learning and Cybernetics, January 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  416. An efficient salp swarm-inspired algorithm for parameters identification of photovoltaic cell models

    Article • Energy Conversion and Management, January 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  417. Binary Optimization Using Hybrid Grey Wolf Optimization for Feature Selection

    Article • IEEE Access, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  418. Evolutionary Algorithms and Neural Networks

    Article • January 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  419. Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the imputation of missing data for Internet of Medical Things Applications

    Article • IEEE Internet of Things Journal, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  420. Fraud Detection Model Based on Multi-Verse Features Extraction Approach for Smart City Applications

    Article • January 2019, Elsevier

    Dr Seyedali Mirjalili

  421. Binary dragonfly optimization for feature selection using time-varying transfer functions

    Article • Knowledge-Based Systems, December 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  422. Integrating the whale algorithm with Tabu search for quadratic assignment problem: A new approach for locating hospital departments

    Article • Applied Soft Computing, December 2018, Elsevier

    Dr Seyedali Mirjalili

  423. Confidence-based robust optimisation using multi-objective meta-heuristics

    Article • Swarm and Evolutionary Computation, December 2018, Elsevier

    Dr Seyedali Mirjalili

  424. Modified symbiotic organisms search for structural optimization

    Article • Engineering With Computers, November 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  425. Enhanced multi-objective particle swarm optimisation for estimating hand postures

    Article • Knowledge-Based Systems, October 2018, Elsevier

    Dr Seyedali Mirjalili

  426. Multi-objective stochastic closed-loop supply chain network design with social considerations

    Article • Applied Soft Computing, October 2018, Elsevier

    Dr Seyedali Mirjalili

  427. Asynchronous accelerating multi-leader salp chains for feature selection

    Article • Applied Soft Computing, October 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  428. Hybrid optimizers to solve a tri-level programming model for a tire closed-loop supply chain network design problem

    Article • Applied Soft Computing, September 2018, Elsevier

    Dr Seyedali Mirjalili

  429. A hybrid whale optimization algorithm based on local search strategy for the permutation flow shop scheduling problem

    Article • Future Generation Computer Systems, August 2018, Elsevier

    Dr Seyedali Mirjalili

  430. An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

    Article • Knowledge-Based Systems, August 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  431. Vision-based hand posture estimation using a new hand model made of simple components

    Article • Optik, August 2018, Elsevier

    Dr Seyedali Mirjalili

  432. A Hybrid Grey Wolf Optimiser Algorithm for Solving Time Series Classification Problems

    Article • Journal of Intelligent Systems, July 2018, De Gruyter

    Dr Seyedali Mirjalili, MOHAMMED ALWESHAH

  433. An efficient hybrid multilayer perceptron neural network with grasshopper optimization

    Article • Soft Computing, July 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  434. A parallel numerical method for solving optimal control problems based on whale optimization algorithm

    Article • Knowledge-Based Systems, July 2018, Elsevier

    Dr Seyedali Mirjalili

  435. Ant Colony Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  436. Biogeography-Based Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  437. Evolutionary Deep Neural Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  438. Evolutionary Feedforward Neural Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  439. Evolutionary Multi-layer Perceptron

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  440. Evolutionary Radial Basis Function Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  441. Genetic Algorithm

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  442. Introduction to Evolutionary Single-Objective Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  443. Particle Swarm Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  444. Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection

    Article • Soft Computing, June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  445. Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer

    Article • Engineering Applications of Artificial Intelligence, June 2018, Elsevier

    Dr Seyedali Mirjalili

  446. Transmission power adaption scheme for improving IoV awareness exploiting: evaluation weighted matrix based on piggybacked information

    Article • Computer Networks, June 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Kayhan Ghafoor

  447. An improved heat transfer search algorithm for unconstrained optimization problems

    Article • Journal of Computational Design and Engineering, April 2018, Elsevier

    Dr Seyedali Mirjalili

  448. Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

    Article • Knowledge-Based Systems, April 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  449. An improved nature inspired meta-heuristic algorithm for 1-D bin packing problems

    Article • Personal Technologies, March 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  450. Truss optimization with natural frequency bounds using improved symbiotic organisms search

    Article • Knowledge-Based Systems, March 2018, Elsevier

    Dr Seyedali Mirjalili

  451. Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

    Article • Cognitive Computation, January 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  452. An Efficient IDS Using Hybrid Magnetic Swarm Optimization in WANETs

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ihsan Ali, Dr Seyedali Mirjalili, Dr Kayhan Ghafoor

  453. Whale optimization approaches for wrapper feature selection

    Article • Applied Soft Computing, January 2018, Elsevier

    Dr Seyedali Mirjalili

  454. Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems

    Article • Advances in Engineering Software, December 2017, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  455. Multi-objective versus single-objective optimization frameworks for designing photonic crystal filters

    Article • Applied Optics, November 2017, Optical Society of America (OSA)

    Dr Seyedali Mirjalili, Dr. Behnaz Merikhi

  456. Grey wolf optimizer: a review of recent variants and applications

    Article • Neural Computing and Applications, November 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  457. Binary Dragonfly Algorithm for Feature Selection

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  458. Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

    Article • Neurocomputing, October 2017, Elsevier

    Dr Seyedali Mirjalili

  459. Optimization of problems with multiple objectives using the multi-verse optimization algorithm

    Article • Knowledge-Based Systems, October 2017, Elsevier

    Dr Seyedali Mirjalili

  460. Hybrid Clustering-GWO-NARX neural network technique in predicting stock price

    Article • Journal of Physics Conference Series, September 2017, Institute of Physics Publishing

    Dr Seyedali Mirjalili

  461. Grasshopper optimization algorithm for multi-objective optimization problems

    Article • Applied Intelligence, August 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  462. Improved monarch butterfly optimization for unconstrained global search and neural network training

    Article • Applied Intelligence, July 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  463. Fabrication parameters of low-temperature ZnO-based hole-transport-free perovskite solar cells

    Article • Optik, July 2017, Elsevier

    Dr Seyedali Mirjalili

  464. Chaotic gravitational constants for the gravitational search algorithm

    Article • Applied Soft Computing, April 2017, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  465. Grasshopper Optimisation Algorithm: Theory and application

    Article • Advances in Engineering Software, March 2017, Elsevier

    Dr Seyedali Mirjalili

  466. A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture

    Article • Neural Computing and Applications, January 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  467. Let’s Consider Two Objectives When Estimating Hand Postures

    Article • January 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  468. S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem

    Article • January 2017, ACM (Association for Computing Machinery)

    Dr Seyedali Mirjalili

  469. Evolving Radial Basis Function Networks Using Moth–Flame Optimizer

    Article • January 2017, Elsevier

    Dr Seyedali Mirjalili

  470. Gravitational Search Algorithm With Chaos

    Article • January 2017, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  471. Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm

    Article • International Journal on Artificial Intelligence Tools, December 2016, World Scientific Pub Co Pte Lt

    Dr Seyedali Mirjalili

  472. Optimizing connection weights in neural networks using the whale optimization algorithm

    Article • Soft Computing, November 2016, Springer Science + Business Media

    Dr Seyedali Mirjalili

  473. Training radial basis function networks using biogeography-based optimizer

    Article • Neural Computing and Applications, August 2016, Springer Science + Business Media

    Dr Seyedali Mirjalili

  474. Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems

    Article • Applied Intelligence, July 2016, Springer Science + Business Media

    Mr Pradeep Jangir, Dr Seyedali Mirjalili

  475. How effective are meta-heuristics for recognising hand gestures

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  476. The Whale Optimization Algorithm

    Article • Advances in Engineering Software, May 2016, Elsevier

    Dr Seyedali Mirjalili

  477. Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

    Article • Expert Systems with Applications, April 2016, Elsevier

    Dr Seyedali Mirjalili

  478. Training feedforward neural networks using multi-verse optimizer for binary classification problems

    Article • Applied Intelligence, March 2016, Springer Science + Business Media

    Dr Seyedali Mirjalili

  479. SCA: A Sine Cosine Algorithm for solving optimization problems

    Article • Knowledge-Based Systems, March 2016, Elsevier

    Dr Seyedali Mirjalili

  480. Three-dimensional path planning for UCAV using an improved bat algorithm

    Article • Aerospace Science and Technology, February 2016, Elsevier

    Dr Seyedali Mirjalili

  481. Single-objective optimization framework for designing photonic crystal filters

    Article • Neural Computing and Applications, January 2016, Springer Science + Business Media

    Dr Seyedali Mirjalili

  482. Obstacles and difficulties for robust benchmark problems: A novel penalty-based robust optimisation method

    Article • Information Sciences, January 2016, Elsevier

    Dr Seyedali Mirjalili

  483. EvoloPy: An Open-source Nature-inspired Optimization Framework in Python

    Article • January 2016, Scitepress

    Dr Seyedali Mirjalili, JJ Merelo

  484. Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

    Article • Knowledge-Based Systems, November 2015, Elsevier

    Dr Seyedali Mirjalili

  485. Confidence measure: A novel metric for robust meta-heuristic optimisation algorithms

    Article • Information Sciences, October 2015, Elsevier

    Dr Seyedali Mirjalili

  486. Hindrances for robust multi-objective test problems

    Article • Applied Soft Computing, October 2015, Elsevier

    Dr Seyedali Mirjalili

  487. How to design photonic crystal LEDs with artificial intelligence techniques

    Article • Electronics Letters, September 2015, the Institution of Engineering and Technology (the IET)

    Dr. Seyed Mohammad Mirjalili, Dr Seyedali Mirjalili

  488. Full Optimizer for Designing Photonic Crystal Waveguides: IMoMIR Framework

    Article • IEEE Photonics Technology Letters, August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  489. A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions

    Article • July 2015, ACM (Association for Computing Machinery)

    Dr Seyedali Mirjalili

  490. Ions motion algorithm for solving optimization problems

    Article • Applied Soft Computing, July 2015, Elsevier

    Dr Seyedali Mirjalili

  491. Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

    Article • Neural Computing and Applications, May 2015, Springer Science + Business Media

    Dr Seyedali Mirjalili

  492. The Ant Lion Optimizer

    Article • Advances in Engineering Software, May 2015, Elsevier

    Dr Seyedali Mirjalili

  493. Novel performance metrics for robust multi-objective optimization algorithms

    Article • Swarm and Evolutionary Computation, April 2015, Elsevier

    Dr Seyedali Mirjalili

  494. Novel frameworks for creating robust multi-objective benchmark problems

    Article • Information Sciences, April 2015, Elsevier

    Dr Seyedali Mirjalili

  495. Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

    Article • Neural Computing and Applications, March 2015, Springer Science + Business Media

    Dr Seyedali Mirjalili

  496. Slow light performance enhancement of Bragg slot photonic crystal waveguide with particle swarm optimization algorithm

    Article • Optics Communications, March 2015, Elsevier

    Dr Seyedali Mirjalili

  497. Issues when designing hypoellipse photonic crystal waveguides

    Article • Infrared Physics & Technology, March 2015, Elsevier

    Dr Seyedali Mirjalili

  498. Designing evolutionary feedforward neural networks using social spider optimization algorithm

    Article • Neural Computing and Applications, February 2015, Springer Science + Business Media

    Dr Seyedali Mirjalili

  499. How effective is the Grey Wolf optimizer in training multi-layer perceptrons

    Article • Applied Intelligence, January 2015, Springer Science + Business Media

    Dr Seyedali Mirjalili

  500. Shifted robust multi-objective test problems

    Article • Structural and Multidisciplinary Optimization, January 2015, Springer Science + Business Media

    Dr Seyedali Mirjalili

  501. Multi-objective Optimisation of Marine Propellers

    Article • Procedia Computer Science, January 2015, Elsevier

    Dr Seyedali Mirjalili

  502. A two-objective optimization scheme for high-OSNR and low-power-consuming all-optical networks

    Article • Optical Fiber Technology, January 2015, Elsevier

    Dr Seyedali Mirjalili

  503. Ellipse-ring-shaped-hole photonic crystal waveguide

    Article • Optik, January 2015, Elsevier

    Dr Seyedali Mirjalili

  504. Evolutionary population dynamics and grey wolf optimizer

    Article • Neural Computing and Applications, December 2014, Springer Science + Business Media

    Dr Seyedali Mirjalili

  505. Oval-Shaped-Hole Photonic Crystal Waveguide Design by MoMIR Framework

    Article • IEEE Photonics Technology Letters, December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  506. How important is a transfer function in discrete heuristic algorithms

    Article • Neural Computing and Applications, October 2014, Springer Science + Business Media

    Dr Seyedali Mirjalili

  507. SoMIR framework for designing high-NDBP photonic crystal waveguides

    Article • Applied Optics, June 2014, Optical Society of America (OSA)

    Dr Seyedali Mirjalili

  508. Binary optimization using hybrid particle swarm optimization and gravitational search algorithm

    Article • Neural Computing and Applications, June 2014, Springer Science + Business Media

    Dr Seyedali Mirjalili

  509. Adaptive gbest-guided gravitational search algorithm

    Article • Neural Computing and Applications, June 2014, Springer Science + Business Media

    Dr Seyedali Mirjalili

  510. Autonomous Particles Groups for Particle Swarm Optimization

    Article • Arabian Journal for Science and Engineering, June 2014, Springer Science + Business Media

    Dr Ali Safa Sadiq, Dr Seyedali Mirjalili

  511. Let a biogeography-based optimizer train your Multi-Layer Perceptron

    Article • Information Sciences, June 2014, Elsevier

    Dr Seyedali Mirjalili

  512. Biogeography-based optimisation with chaos

    Article • Neural Computing and Applications, April 2014, Springer Science + Business Media

    Dr Seyedali Mirjalili

  513. A tri-objective Particle Swarm Optimizer for designing line defect Photonic Crystal Waveguides

    Article • Photonics and Nanostructures - Fundamentals and Applications, April 2014, Elsevier

    Dr Seyedali Mirjalili

  514. Grey Wolf Optimizer

    Article • Advances in Engineering Software, March 2014, Elsevier

    Dr Seyedali Mirjalili

  515. A Novel Multi-Objective Optimization Framework for Designing Photonic Crystal Waveguides

    Article • IEEE Photonics Technology Letters, January 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  516. Chaotic Krill Herd Optimization Algorithm

    Article • Procedia Technology, January 2014, Elsevier

    Dr Seyedali Mirjalili

  517. Unit Cell Topology Optimization of Line Defect Photonic Crystal Waveguide

    Article • Procedia Technology, January 2014, Elsevier

    Dr Seyedali Mirjalili

  518. Binary bat algorithm

    Article • Neural Computing and Applications, December 2013, Springer Science + Business Media

    Professor Xin-She Yang, Dr Seyedali Mirjalili

  519. Optical buffer performance enhancement using Particle Swarm Optimization in Ring-Shape-Hole Photonic Crystal Waveguide

    Article • Optik, December 2013, Elsevier

    Dr Seyedali Mirjalili

  520. A comparison of multi-objective optimisation metaheuristics on the 2D airfoil design problem

    Article • ANZIAM Journal, July 2013, Australian Mathematical Publishing Association, Inc.

    Dr Seyedali Mirjalili

  521. An optimized virtual network mapping using PSO in cloud computing

    Article • May 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  522. S-shaped versus V-shaped transfer functions for binary Particle Swarm Optimization

    Article • Swarm and Evolutionary Computation, April 2013, Elsevier

    Dr Seyedali Mirjalili

  523. Integrating Chaos to Biogeography-Based Optimization Algorithm

    Article • International Journal of Computer and Communication Engineering, January 2013, IACSIT Press

    Dr Seyedali Mirjalili

  524. Light property and optical buffer performance enhancement using Particle Swarm Optimization in Oblique Ring-Shape-Hole Photonic Crystal Waveguide

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili

  525. A smart handover prediction system based on curve fitting model for Fast Mobile IPv6 in wireless networks

    Article • International Journal of Communication Systems, July 2012, Wiley

    Dr Ali Safa Sadiq, Dr Seyedali Mirjalili, Dr Kayhan Ghafoor

  526. Training feedforward neural networks using hybrid particle swarm optimization and gravitational search algorithm

    Article • Applied Mathematics and Computation, July 2012, Elsevier

    Dr Seyedali Mirjalili

  527. BMOA: Binary Magnetic Optimization Algorithm

    Article • International Journal of Machine Learning and Computing, January 2012, EJournal Publishing

    Dr Seyedali Mirjalili

  528. Magnetic Optimization Algorithm for training Multi Layer Perceptron

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ali Safa Sadiq, Dr Seyedali Mirjalili

  529. A new hybrid PSOGSA algorithm for function optimization

    Article • December 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Seyedali Mirjalili