Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

• Evolving Features vs Evolving Entire Trees with GP for Interpretable Survival Analysis

  2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

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• A New Step Size Update Strategy for CMA-ES in Multi-objective Optimisation

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

  1

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• A Better Multi-Objective GP-GOMEA - But do we Need it?

  2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

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• Reference Set Generator: A Method for Pareto Front Approximation and Reference Set Generation

  2025 Mathematics article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  8

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• Two-stage bidirectional coevolutionary algorithm for constrained multi-objective optimization

  2024 Swarm and Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms

  15

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• What Performance Indicators to Use for Self-Adaptation in Multi-Objective Evolutionary Algorithms

  2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

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• Transient skin effect in highly dynamic induction motor drives: energy-optimized design

  2023 Electrical Engineering article Engineering Electric Motor Design and Analysis

  5

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• Bayesian Optimization

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

  107

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• Multi-objective Learning Using HV Maximization

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

  5

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

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

  7

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• Multi-Objective Optimization of a Path-following MPC for Vehicle Guidance: A Bayesian Optimization Approach

  2021 European Control Conference (ECC) conference-paper Engineering Vehicle Dynamics and Control Systems Open access cited by 1 patent

  20

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• Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization

  2021 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  3

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• On Statistical Analysis of MOEAs with Multiple Performance Indicators

  2021 Lecture notes in computer science conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms

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• On Statistical Analysis of MOEAs with Multiple Performance Indicators

  2020 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

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• Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification

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

  7

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• Ensuring Smoothly Navigable Approximation Sets by Bézier Curve Parameterizations in Evolutionary Bi-objective Optimization

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

  4

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• On Sharing Information Between Sub-populations in MOEA/S

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

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17 results