A new plug-in component, EIE, estimates the ideal objective vector by solving extreme weighted-sum subproblems with CMA-ES, and improves MOEA performance on biased multi-objective problems.
An enhanced decomposition- based evolutionary algorithm with adaptive reference vectors,
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Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization
A new plug-in component, EIE, estimates the ideal objective vector by solving extreme weighted-sum subproblems with CMA-ES, and improves MOEA performance on biased multi-objective problems.