|
|||||
|
|
Asymptotic convergence of metaheuristics for multiobjective optimization problems |
|
| Authors: | Mario Villalobos-Arias Carlos A Coello Coello Onésimo Hernández-Lerma |
| Affiliation: | (1) Department of Mathematics, CINVESTAV-IPN, A. Postal 14-740, México, DF, 07000, Mexico;(2) Escuela de Matemática Universidad de Costa Rica, San José, Costa Rica;(3) Evolutionary Computation Group Depto. de Ingeniería Eléctrica Seccóon de ComputaciónAv. Instituto Politécnico Nacional, CINVESTAV-IPN, No. 2508 Col. San Pedro Zacatenco, México, DF, 07300, Mexico |
| Abstract: | This paper analyzes the convergence of metaheuristics used for multiobjective optimization problems in which the transition probabilities use a uniform mutation rule. We prove that these algorithms converge only if elitism is used. |
| Keywords: | Metaheuristics Multiobjective optimization Multiobjective metaheuristics |
| 本文献已被 SpringerLink 等数据库收录！ | |