作者
Saku Kukkonen, Jouni Lampinen
发表日期
2004
研讨会论文
Parallel Problem Solving from Nature-PPSN VIII: 8th International Conference, Birmingham, UK, September 18-22, 2004. Proceedings 8
页码范围
752-761
出版商
Springer Berlin Heidelberg
简介
In this paper an extension of Generalized Differential Evolution for constrained multi-objective (Pareto-)optimization is proposed. The proposed extension adds a mechanism for maintaining extent and distribution of the obtained non-dominated solutions approximating a Pareto front. The proposed extension is tested with a set of five benchmark multi-objective test problems and results are numerically compared to known global Pareto fronts and to results obtained with the elitist Non-Dominated Sorting Genetic Algorithm and Generalized Differential Evolution. Results show that the extension improves extent and distribution of solutions of Generalized Differential Evolution.
引用总数
学术搜索中的文章
An extension of generalized differential evolution for multi-objective optimization with constraints
S Kukkonen, J Lampinen - Parallel Problem Solving from Nature-PPSN VIII: 8th …, 2004