SPEA2$^+$: Improved Density Estimation in SPEA2 with Provable Runtime Guarantees 事件

SPEA2$^+$: Improved Density Estimation in SPEA2 with Provable Runtime Guarantees arXiv:2606.12382v1 Announce Type: cross Abstract: The Strength Pareto Evolutionary Algorithm 2 (SPEA2) is a popular and prominent evolutionary algorithm for solving multi-objective optimisation problems. Despite its popularity, theoretical analyses of SPEA2 have only appeared recently. Moreover, these analyses focus exclusively on how SPEA2 handles non-dominated solutions and disregard the algorithmic components re