| 非支配解集的质量评价方法 |
| |
| 引用本文： | 文瑛,廖伟志.非支配解集的质量评价方法[J].广西师范学院学报(自然科学版),2006,23(2):36-41. |
| |
| 作者姓名： | 文瑛 廖伟志 |
| |
| 作者单位： | 广西师范学院,信息技术系,广西,南宁,530001;广西师范学院,信息技术系,广西,南宁,530001 |
| |
| 摘 要： | 多目标演化算法的目的是获得逼近Pareto最优前沿的分布均匀的非支配解集合,非支配解集的质量是多目标演化算法研究的重要领域.本文对目前提出的非支配解集的质量评价方法进行分类比较,为算法的整体性能评价和算法的性能比较提供了参考依据.
|
| 关 键 词： | 非支配解 演化计算 多目标优化 质量评价 |
| 文章编号： | 1002-8743（2006）02-0036-06 |
| 收稿时间： | 2006-02-21 |
| 修稿时间： | 2006年2月21日 |
On Measuring the Quality of Non-dominated Set of solution |
| |
| WEN Ying,LIAO Wei-zhi.On Measuring the Quality of Non-dominated Set of solution[J].Journal of Guangxi Teachers Education University:Natural Science Edition,2006,23(2):36-41. |
| |
| Authors: | WEN Ying LIAO Wei-zhi |
| |
| Institution: | Dept. of Information Technology,Guangxi Teachers Education University, Nanning 530001, China |
| |
| Abstract: | Multi-objective evolutionary algorithms are used to find the non-dominated set of solution and distribute them uniformly in the Pareto front.The quality of non-dominated set of solution is important for studying the performance of multi-objective evolutionary algorithms.In this paper some proposed metrics measuring the quality of non-dominated solutions are classified and analyzed in order to provide references for assessment and comparison of performance of the algorithms. |
| |
| Keywords: | non-dominated solution evolutionary computation multi-objective optimization quality assessment |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
