All Stories

  1. 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

  2. Evolutionary Machine Learning Techniques

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  3. Multi-Objective Optimization using Artificial Intelligence Techniques

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  4. Nature-Inspired Optimizers

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

  5. Optimisation Algorithms for Hand Posture Estimation

    Article • January 2020, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • Future Generation Computer Systems, December 2019, Elsevier

    Dr Seyedali Mirjalili

  7. 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

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

    Article • Expert Systems with Applications, December 2019, Elsevier

    Dr Seyedali Mirjalili

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

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  11. 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

  12. Efficient Moth-Flame-Based Neuroevolution Models

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

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

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  14. Introduction to Evolutionary Machine Learning Techniques

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  15. Link Prediction Using Evolutionary Neural Network Models

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

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

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  17. 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

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

    Article • November 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • Knowledge-Based Systems, October 2019, Elsevier

    Dr Seyedali Mirjalili

  20. 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

  21. 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

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

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  23. Evaluating PSO and MOPSO Equipped with Evolutionary Population Dynamics

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  24. Future Trends in Hand Posture Estimation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  28. Introduction to Hand Posture Estimation

    Article • August 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  29. 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

  30. 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

  31. Harris hawks optimization: Algorithm and applications

    Article • Future Generation Computer Systems, August 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  32. 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

  33. Introduction to Multi-objective Optimization

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  34. Multi-objective Grey Wolf Optimizer

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  35. Multi-objective Particle Swarm Optimization

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  36. Non-dominated Sorting Genetic Algorithm

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  37. What is Really Multi-objective Optimization?

    Article • July 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  38. 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

  39. 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

  40. An Evolutionary Gravitational Search-based Feature Selection

    Article • Information Sciences, May 2019, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

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

    Article • Knowledge-Based Systems, May 2019, Elsevier

    Dr Seyedali Mirjalili

  42. 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

  43. 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

  44. 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

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

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

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

  47. Binary grasshopper optimisation algorithm approaches for feature selection problems

    Article • Expert Systems with Applications, March 2019, Elsevier

    Dr Seyedali Mirjalili

  48. 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

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  50. 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

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  54. 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

  55. Introduction to Nature-Inspired Algorithms

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  56. 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

  57. 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

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  59. 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

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • February 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  62. 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

  63. 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

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

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

    Dr Seyedali Mirjalili

  65. Evolutionary Algorithms and Neural Networks

    Article • January 2019, Springer Science + Business Media

    Dr Seyedali Mirjalili

  66. 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

  67. 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

  68. 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

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

    Article • Swarm and Evolutionary Computation, December 2018, Elsevier

    Dr Seyedali Mirjalili

  70. Modified symbiotic organisms search for structural optimization

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

    Dr Seyedali Mirjalili

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

    Article • Knowledge-Based Systems, October 2018, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Applied Soft Computing, October 2018, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Applied Soft Computing, October 2018, Elsevier

    Dr Seyedali Mirjalili, Dr Ali Asghar Heidari

  74. 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

  75. 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

  76. 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

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

    Article • Optik, August 2018, Elsevier

    Dr Seyedali Mirjalili

  78. 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

  79. 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

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

    Article • Knowledge-Based Systems, July 2018, Elsevier

    Dr Seyedali Mirjalili

  81. Ant Colony Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  82. Biogeography-Based Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  83. Evolutionary Deep Neural Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  84. Evolutionary Feedforward Neural Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  85. Evolutionary Multi-layer Perceptron

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  86. Evolutionary Radial Basis Function Networks

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  87. Genetic Algorithm

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  88. Introduction to Evolutionary Single-Objective Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  89. Particle Swarm Optimisation

    Article • June 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

  90. 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

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

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

    Dr Seyedali Mirjalili

  92. 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

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

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

    Dr Seyedali Mirjalili

  94. 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

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

    Article • Personal and Ubiquitous Computing, March 2018, Springer Science + Business Media

    Dr Seyedali Mirjalili

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

    Article • Knowledge-Based Systems, March 2018, Elsevier

    Dr Seyedali Mirjalili

  97. 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

  98. 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

  99. Whale optimization approaches for wrapper feature selection

    Article • Applied Soft Computing, January 2018, Elsevier

    Dr Seyedali Mirjalili

  100. 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

  101. 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

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

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

    Dr Seyedali Mirjalili

  103. Binary Dragonfly Algorithm for Feature Selection

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

    Dr Seyedali Mirjalili

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

    Article • Neurocomputing, October 2017, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Knowledge-Based Systems, October 2017, Elsevier

    Dr Seyedali Mirjalili

  106. 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

  107. Grasshopper optimization algorithm for multi-objective optimization problems

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

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

  109. Chaotic gravitational constants for the gravitational search algorithm

    Article • Applied Soft Computing, April 2017, Elsevier

    Dr Seyedali Mirjalili, Professor Amir H Gandomi

  110. Grasshopper Optimisation Algorithm: Theory and application

    Article • Advances in Engineering Software, March 2017, Elsevier

    Dr Seyedali Mirjalili

  111. 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

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

    Article • January 2017, Springer Science + Business Media

    Dr Seyedali Mirjalili

  113. 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

  114. 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

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

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

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

  117. 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

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

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

    Dr Seyedali Mirjalili

  119. The Whale Optimization Algorithm

    Article • Advances in Engineering Software, May 2016, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Expert Systems with Applications, April 2016, Elsevier

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

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

    Article • Knowledge-Based Systems, March 2016, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Aerospace Science and Technology, February 2016, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Information Sciences, January 2016, Elsevier

    Dr Seyedali Mirjalili

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

    Article • January 2016, Scitepress

    Dr Seyedali Mirjalili, JJ Merelo

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

    Article • Knowledge-Based Systems, November 2015, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Information Sciences, October 2015, Elsevier

    Dr Seyedali Mirjalili

  128. Hindrances for robust multi-objective test problems

    Article • Applied Soft Computing, October 2015, Elsevier

    Dr Seyedali Mirjalili

  129. 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

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

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

    Dr Seyedali Mirjalili

  131. Ions motion algorithm for solving optimization problems

    Article • Applied Soft Computing, July 2015, Elsevier

    Dr Seyedali Mirjalili

  132. 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

  133. The Ant Lion Optimizer

    Article • Advances in Engineering Software, May 2015, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Swarm and Evolutionary Computation, April 2015, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Information Sciences, April 2015, Elsevier

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

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

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

    Dr Seyedali Mirjalili

  138. Shifted robust multi-objective test problems

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

    Dr Seyedali Mirjalili

  139. Multi-objective Optimisation of Marine Propellers

    Article • Procedia Computer Science, January 2015, Elsevier

    Dr Seyedali Mirjalili

  140. 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

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

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

    Dr Seyedali Mirjalili

  142. 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

  143. Adaptive gbest-guided gravitational search algorithm

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

    Dr Seyedali Mirjalili

  144. 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

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

    Article • Information Sciences, June 2014, Elsevier

    Dr Seyedali Mirjalili

  146. Biogeography-based optimisation with chaos

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

    Dr Seyedali Mirjalili

  147. 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

  148. Grey Wolf Optimizer

    Article • Advances in Engineering Software, March 2014, Elsevier

    Dr Seyedali Mirjalili

  149. 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

  150. Chaotic Krill Herd Optimization Algorithm

    Article • Procedia Technology, January 2014, Elsevier

    Dr Seyedali Mirjalili

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

    Article • Procedia Technology, January 2014, Elsevier

    Dr Seyedali Mirjalili

  152. Binary bat algorithm

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

    Professor Xin-She Yang, Dr Seyedali Mirjalili

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

    Article • Optik, December 2013, Elsevier

    Dr Seyedali Mirjalili

  154. 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

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

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

    Dr Seyedali Mirjalili

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

    Article • Swarm and Evolutionary Computation, April 2013, Elsevier

    Dr Seyedali Mirjalili

  157. Integrating Chaos to Biogeography-Based Optimization Algorithm

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

    Dr Seyedali Mirjalili

  158. 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

  159. 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

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

    Article • Applied Mathematics and Computation, July 2012, Elsevier

    Dr Seyedali Mirjalili

  161. BMOA: Binary Magnetic Optimization Algorithm

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

    Dr Seyedali Mirjalili

  162. Magnetic Optimization Algorithm for training Multi Layer Perceptron

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

    Dr Ali Safa Sadiq, Dr Seyedali Mirjalili

  163. A new hybrid PSOGSA algorithm for function optimization

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

    Dr Seyedali Mirjalili