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cs.NE2025
Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization
Ruihao Zheng, Zhenkun Wang, Yin Wu +1
The ideal objective vector, which comprises the optimal values of the objective functions in an -objective optimization problem, is an important concept in evolutionary mult…
cs.NE2025
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization
Ruihao Zheng, Jingda Deng, Zhenkun Wang
The weak Pareto boundary () refers to a boundary in the objective space of a multi-objective optimization problem, characterized by weak Pareto optimality rather than Pareto o…