HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization

• A Newton Method for Hausdorff Approximations of the Pareto Front Within Multiobjective Evolutionary Algorithms

  2024 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  12

  citations
• Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]

  2023 IEEE Computational Intelligence Magazine article Computer Science Metaheuristic Optimization Algorithms Research Open access

  27

  citations
• The Hypervolume Newton Method for Constrained Multi-Objective Optimization Problems

  2023 Mathematical and Computational Applications article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

  citations
• Introduction to Many-Criteria Optimization and Decision Analysis

  2023 Natural computing series book-chapter Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  2

  citations
• The Hypervolume Newton Method for Constrained Multi-objective Optimization Problems

  2022 Preprints.org preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations
• Uncrowded Hypervolume-Based Multiobjective Optimization with Gene-Pool Optimal Mixing

  2021 Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  7

  citations
• Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient

  2021 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  145

  citations

7 results