All Stories

  1. An Updated Performance Metric for Preference-Based Evolutionary Multi-Objective Optimization Algorithms
  2. Innovation Path: Discovering an Ordered Set of Optimized Intermediate Solutions from an Existing to a Desired Solution
  3. Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints
  4. Evolutionary Bilevel Optimization: Algorithms and Applications
  5. Large-Scale Multiobjective Optimization for Watershed Planning and Assessment
  6. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
  7. An Interactive Knowledge-Based Multiobjective Evolutionary Algorithm Framework for Practical Optimization Problems
  8. A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-objective Optimization
  9. Compromising Pareto-Optimality With Regularity in Platform-Based Multi-Objective Optimization
  10. Machine Learning Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights
  11. Attacker-Defender Strategy Optimization Using Multi-objective Competitive Co-Evolution
  12. Interpretable self-organizing map assisted interactive multi-criteria decision-making following Pareto-Race
  13. On Generalized Dominance Structures for Multi-Objective Optimization
  14. Optimizing Keyboard Configuration Using Single and Multi-Objective Evolutionary Algorithms
  15. MOAZ: A Multi-Objective AutoML-Zero Framework
  16. Multi-objective Robust Optimization and Decision-Making Using Evolutionary Algorithms
  17. Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems
  18. Optimal design of electric machine with efficient handling of constraints and surrogate assistance
  19. Identifying Pareto Fronts Reliably Using a Multi-Stage Reference-vector-based Framework
  20. Eliminating Non-dominated Sorting from NSGA-III
  21. IK-EMOViz: An Interactive Knowledge-Based Evolutionary Multi-objective Optimization Framework
  22. Improved Evolutionary Operators for Sparse Large-Scale Multiobjective Optimization Problems
  23. Investigating Innovized Progress Operators with Different Machine Learning Methods
  24. Learning to Predict Pareto-Optimal Solutions from Pseudo-weights
  25. RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving
  26. A user-guided innovization-based evolutionary algorithm framework for practical multi-objective optimization problems
  27. Enhanced Innovized Progress Operator for Evolutionary Multi- and Many-Objective Optimization
  28. A computationally fast but approximate MIP-DoM calculation for multi-objective optimization
  29. A Learning-based Innovized Progress Operator for Faster Convergence in Evolutionary Multi-objective Optimization
  30. Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems
  31. A Localized High-Fidelity-Dominance based Many-Objective Evolutionary Algorithm
  32. A novel multi-objective model calibration method for ecohydrological applications
  33. Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels
  34. Neural Architecture Transfer
  35. An approximate MIP-DoM calculation for multi-objective optimization using affinity propagation clustering algorithm
  36. Evolutionary multi- and many-objective optimization
  37. Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification
  38. Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization
  39. Multidimensional Aspects of Sustainable Biofuel Feedstock Production
  40. Combining User Knowledge and Online Innovization for Faster Solution to Multi-objective Design Optimization Problems
  41. Constrained Bi-objective Surrogate-Assisted Optimization of Problems with Heterogeneous Evaluation Times: Expensive Objectives and Inexpensive Constraints
  42. Embedding a Repair Operator in Evolutionary Single and Multi-objective Algorithms - An Exploitation-Exploration Perspective
  43. Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems
  44. Interpretable Self-Organizing Maps (iSOM) for Visualization of Pareto Front in Multiple Objective Optimization
  45. Towards Multi-objective Co-evolutionary Problem Solving
  46. Multimodal Optimization by Evolution Strategies with Repelling Subpopulations
  47. Surrogate Modeling Approaches for Multiobjective Optimization: Methods, Taxonomy, and Results
  48. Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
  49. A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem
  50. A proximity-based surrogate-assisted method for simulation-based design optimization of a cylinder head water jacket
  51. Evolutionary multi-objective optimization
  52. Learning-based multi-objective optimization through ANN-assisted online Innovization
  53. PaletteStarViz
  54. A generic and computationally efficient automated innovization method for power-law design rules
  55. Using gradient-free local search within MOEAs for the treatment of constrained MOPs
  56. Worst-case conditional hardness and fast algorithms with random inputs for non-dominated sorting
  57. Evolutionary computation's niche for solving multi-criterion optimization problems
  58. Towards sustainable forest management strategies with MOEAs
  59. Gap finding and validation in evolutionary multi- and many-objective optimization
  60. Ranking Multi-Metric Scientific Achievements Using a Concept of Pareto Optimality
  61. A customized bilevel optimization approach for solving large-scale truss design problems
  62. Pymoo: Multi-Objective Optimization in Python
  63. Unconventional optimization for achieving well-informed design solutions for the automobile industry
  64. A parametric investigation of PBI and AASF scalarizations
  65. Multiphase Balance of Diversity and Convergence in Multiobjective Optimization
  66. On a practical notion of Geoffrion proper optimality in multicriteria optimization
  67. An Efficient Nondominated Sorting Algorithm for Large Number of Fronts
  68. A Taxonomy for Metamodeling Frameworks for Evolutionary Multiobjective Optimization
  69. Generating Uniformly Distributed Points on a Unit Simplex for Evolutionary Many-Objective Optimization
  70. Investigating the Normalization Procedure of NSGA-III
  71. Simulation Optimization of Water Usage and Crop Yield Using Precision Irrigation
  72. Trust-Region Based Multi-objective Optimization for Low Budget Scenarios
  73. Uncertainty Handling in Bilevel Optimization for Robust and Reliable Solutions
  74. A Novel Class of Test Problems for Performance Evaluation of Niching Methods
  75. Handling Multiple Scenarios in Evolutionary Multiobjective Numerical Optimization
  76. R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
  77. Guest Editorial Special Issue on Search-Based Software Engineering
  78. A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications
  79. Improving the performance of genetic algorithms for land-use allocation problems
  80. Multimodal Optimization by Covariance Matrix Self-Adaptation Evolution Strategy with Repelling Subpopulations
  81. Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications
  82. Derived heuristics-based consistent optimization of material flow in a gold processing plant
  83. Multi-Criteria Code Refactoring Using Search-Based Software Engineering
  84. Recommendation system for software refactoring using innovization and interactive dynamic optimization
  85. Simultaneous topology, shape and size optimization of truss structures by fully stressed design based on evolution strategy
  86. Evolutionary bilevel optimization (EBO)
  87. Software refactoring under uncertainty
  88. Evolutionary bilevel optimization
  89. Multiple Criteria Decision Making, Multiattribute Utility Theory: Recent Accomplishments and What Lies Ahead