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Feb 2026
Structural Bias in Multi-objective Optimization
This work introduces a suite of synthetic multi-objective test problems with analytically controlled Pareto fronts and deliberately uninformative objective values, designed to decouple algorithmic behaviour from problem structure, allowing bias induced purely by algorithmic operators and design choices to be observed.
Jakub Kůdela, Niki van Stein, T. Bäck et al.
· Annual Conference on Genetic... · 0 citations