All Stories

  1. Iteration-wise intermediate points saved in an archive as outcome of an optimization algorithm considered unreliable
  2. To Balance Competitive Games Using a Multi-objective Coevolutionary Approach
  3. Multi-Objective Orchestration of Small Language Model Ensembles: Balancing Accuracy, Diversity, and Fairness
  4. Benchmarking Interactive Multi-Criterion Decision-Making Procedures Following Machine Learning-Based Decision-Maker
  5. Following natural evolution closely in devising evolutionary algorithms for certain challenging problems
  6. HyBMSearch: A fast multi-Level search algorithm delivering order-of-Magnitude speedups on multi-Billion datasets
  7. A cooperative co-evolutionary algorithm with core-based grouping strategy for large-scale 0–1 knapsack problems
  8. Handling of objectives and constraints with heterogeneous evaluation times for surrogate-assisted evolutionary multi- and many-objective optimization
  9. A Fast Dominance Move Calculation Using Mixed-Integer Programming for Many-objective Optimization
  10. A Review on Bilevel Optimization Using Evolutionary Algorithms and Machine Learning Approaches
  11. SDNAS: Neural Architecture Search for Self-Supervised Single-Image Denoising Using Genetic Algorithm with Modular Encoding
  12. Dynamic performance evaluation of evolutionary multi-objective optimization algorithms for gait cycle optimization of a 25-DOFs NAO humanoid robot
  13. Hierarchical Convergence to Multiple Alternate Solutions: Population versus Point-based Algorithms
  14. Machine Learning Assisted Evolutionary Multi-objective Optimization
  15. Numerical Global Optimization Competition on GNBG-II generated Test Suite
  16. Ranking-prediction based evolutionary algorithm for expensive many-objective optimization problems
  17. Machine Learning-Assisted Constraint Handling Under Variable Uncertainty for Preference-based Multi-Objective Optimization
  18. Addressing Heterogeneous Evaluation Times in Constrained Multi-Objective Optimization using a Mixed-Fidelity Evaluation Technique: Proof-of-Concept Results
  19. Many-objective robust gait optimization for a 25-DOFs NAO robot using NSGA-III
  20. Fifty years of multi-objective optimization and decision-making: From mathematical programming to evolutionary computation
  21. Handling objective preference and variable uncertainty in evolutionary multi-objective optimization
  22. A directed batch growing self-organizing map based niching differential evolution for multimodal optimization problems
  23. Identifier spaces for representing Pareto-optimal solutions in multi-objective optimization and decision-making
  24. A Comparative Study of Pareto Front of Optimal Solution Set for NAO Robot’s Gait Optimization Using the Dominance Move Indicator Based on Mixed Integer Programming
  25. A Mixed-Fidelity Evaluation Algorithm for Efficient Constrained Multi- and Many-Objective Optimization: First Results
  26. Beyond Performance: Designing a Super-Resolution Architecture Search Space and a Hybrid Multi-Objective Approach for Neural Architecture Optimization
  27. Gradual Innovative Transitional Solutions Improving Current to a Desired Target: Innovation Path
  28. Handling Objectives With Heterogeneous Evaluation Times in Surrogate-Assisted Evolutionary Multi-Objective Optimization
  29. MaNSGA-II: Many-Objective NSGA-II
  30. Multi-Objective Competitive Co-Evolutionary Optimization and Regularity-Based Decision-Making for two-Agent Wargame Strategy Optimization
  31. Reliability-Based MCDM Using Objective Preferences Under Variable Uncertainty
  32. An Updated Performance Metric for Preference-Based Evolutionary Multi-Objective Optimization Algorithms
  33. Innovation Path: Discovering an Ordered Set of Optimized Intermediate Solutions from an Existing to a Desired Solution
  34. Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints
  35. Evolutionary Bilevel Optimization: Algorithms and Applications
  36. Large-Scale Multiobjective Optimization for Watershed Planning and Assessment
  37. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
  38. An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems
  39. A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-objective Optimization
  40. Compromising Pareto-Optimality With Regularity in Platform-Based Multi-Objective Optimization
  41. Machine Learning Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights
  42. Attacker-Defender Strategy Optimization Using Multi-objective Competitive Co-Evolution
  43. Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race
  44. On Generalized Dominance Structures for Multi-Objective Optimization
  45. Optimizing Keyboard Configuration Using Single and Multi-Objective Evolutionary Algorithms
  46. MOAZ: A Multi-Objective AutoML-Zero Framework
  47. Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms
  48. Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems
  49. Optimal design of electric machine with efficient handling of constraints and surrogate assistance
  50. Identifying Pareto Fronts Reliably Using a Multi-Stage Reference-vector-based Framework
  51. Eliminating Non-dominated Sorting from NSGA-III
  52. IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework
  53. Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems
  54. Investigating Innovized Progress Operators with Different Machine Learning Methods
  55. Learning to Predict Pareto-Optimal Solutions from Pseudo-weights
  56. RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving
  57. A user-guided innovization-based evolutionary algorithm framework for practical multi-objective optimization problems
  58. Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization
  59. A computationally fast but approximate MIP-DoM calculation for multi-objective optimization
  60. A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization
  61. Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems
  62. A Localized High-Fidelity-Dominance based Many-Objective Evolutionary Algorithm
  63. A novel multi-objective model calibration method for ecohydrological applications
  64. Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels
  65. Neural Architecture Transfer
  66. An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm
  67. Evolutionary multi- and many-objective optimization
  68. Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification
  69. Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization
  70. Multidimensional Aspects of Sustainable Biofuel Feedstock Production
  71. Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems
  72. Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints
  73. Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective
  74. Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems
  75. Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization
  76. Towards Multi-objective Co-evolutionary Problem Solving
  77. Multimodal Optimization by Evolution Strategies with Repelling Subpopulations
  78. Surrogate Modeling Approaches for Multiobjective Optimization: Methods, Taxonomy, and Results
  79. Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
  80. A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem
  81. A proximity-based surrogate-assisted method for simulation-based design optimization of a cylinder head water jacket
  82. Evolutionary multi-objective optimization
  83. Learning-based multi-objective optimization through ANN-assisted online Innovization
  84. PaletteStarViz
  85. A generic and computationally efficient automated innovization method for power-law design rules
  86. Using gradient-free local search within MOEAs for the treatment of constrained MOPs
  87. Worst-case conditional hardness and fast algorithms with random inputs for non-dominated sorting
  88. Evolutionary computation's niche for solving multi-criterion optimization problems
  89. Towards sustainable forest management strategies with MOEAs
  90. Gap finding and validation in evolutionary multi- and many-objective optimization
  91. Ranking Multi-Metric Scientific Achievements Using a Concept of Pareto Optimality
  92. A customized bilevel optimization approach for solving large-scale truss design problems
  93. Pymoo: Multi-Objective Optimization in Python
  94. Unconventional optimization for achieving well-informed design solutions for the automobile industry
  95. A parametric investigation of PBI and AASF scalarizations
  96. Multiphase Balance of Diversity and Convergence in Multiobjective Optimization
  97. On a practical notion of Geoffrion proper optimality in multicriteria optimization
  98. An Efficient Nondominated Sorting Algorithm for Large Number of Fronts
  99. A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization
  100. Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization
  101. Investigating the Normalization Procedure of NSGA-III
  102. Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation
  103. Trust-Region Based Multi-objective Optimization for Low Budget Scenarios
  104. Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions
  105. A Novel Class of Test Problems for Performance Evaluation of Niching Methods
  106. Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization
  107. R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
  108. Guest Editorial Special Issue on Search-Based Software Engineering
  109. A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
  110. Improving the performance of genetic algorithms for land-use allocation problems
  111. Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations
  112. Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications
  113. Derived heuristics-based consistent optimization of material flow in a gold processing plant
  114. Multi-Criteria Code Refactoring Using Search-Based Software Engineering
  115. Recommendation system for software refactoring using innovization and interactive dynamic optimization
  116. Simultaneous topology, shape and size optimization of truss structures by fully stressed design based on evolution strategy
  117. Evolutionary bilevel optimization (EBO)
  118. Software refactoring under uncertainty
  119. Evolutionary bilevel optimization
  120. Meaningful representation and recombination of variable length genomes
  121. Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead