Multiobjective optimization using evolutionary algorithms — A comparative case study

• Multi-Stakeholder Non-Dominated Sorting Genetic Algorithm-II: Beyond Single Decision Maker Optimization

  2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  0

  citations
• Multi-objective synthesis planning by means of Monte Carlo Tree search

  2025 Artificial Intelligence in the Life Sciences article Computer Science Computational Drug Discovery Methods Open access

  5

  citations
• MO-IOHinspector: Anytime Benchmarking of Multi-objective Algorithms Using IOHprofiler

  2025 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations
• Function Class Learning with Genetic Programming: Towards Explainable Meta Learning for Tumor Growth Functionals

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  2

  citations
• Application of quantum-inspired generative models to small molecular datasets

  2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Computational Drug Discovery Methods Open access

  9

  citations
• An Adaptive Consensus Based Method for Multi-objective Optimization with Uniform Pareto Front Approximation

  2023 Applied Mathematics & Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  30

  citations
• Repulsion dynamics for uniform Pareto front approximation in multi‐objective optimization problems

  2023 PAMM article Computer Science Advanced Multi-Objective Optimization Algorithms

  1

  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
• The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

  3

  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
• Evolvability degeneration in multi-objective genetic programming for symbolic regression

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  15

  citations
• Solving multi-structured problems by introducing linkage kernels into GOMEA

  2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  7

  citations
• BBE: Basin-Based Evaluation of Multimodal Multi-objective Optimization Problems

  2022 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  2

  citations
• Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization

  2021 Computers & Operations Research article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  35

  citations
• GPU-Accelerated Parallel Gene-pool Optimal Mixing Applied to Multi-Objective Deformable Image Registration

  2021 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

  3

  citations
• Robust Evolutionary Bi-objective Optimization for Prostate Cancer Treatment with High-Dose-Rate Brachytherapy

  2020 Lecture notes in computer science conference-paper Physics and Astronomy Advanced Radiotherapy Techniques Open access

  12

  citations
• Multi-objective Optimization by Uncrowded Hypervolume Gradient Ascent

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  4

  citations

17 results