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A many-objective evolutionary algorithm using indicator-driven weight vector optimization

Published in arXiv (Cornell University) • Oct 3, 2025
Authors:
Xiaojing Han
,
Yuan‐Xin Li

Abstract

For regular Pareto Fronts (PFs), such as those that are smooth, continuous, and uniformly distributed, using fixed weight vectors is sufficient for multi-objective optimization approaches using decomposition. However, when encountering irregular PFs-including degenerate, disconnected, inverted, etc....

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