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Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm

VSD-MOEA: A Dominance-Based Multi-Objective Evolutionary Algorithm with Explicit Variable Space Diversity Management

Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times

Selection Heuristics on Semantic Genetic Programming for Classification Problems

Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites

Convergence Analysis of the Hessian Estimation Evolution Strategy

An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming

Runtime Analysis of Restricted Tournament Selection for Bimodal Optimisation

Shape-Constrained Symbolic Regression—Improving Extrapolation with Prior Knowledge