Use of preferences for GA-based multi-objective optimisation

被引：0
|
作者：
Cvetkovic, D [1 ]
Parmee, IC [1 ]
机构：
[1] Univ Plymouth, PEDC, Plymouth PL4 8AA, Devon, England
来源：
GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE | 1999年
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper we present a method based on preference relations for transforming non-crisp (qualitative) relationships between objectives in multi-objective optimisation into quantitative attributes (i.e. numbers). This is integrated with two multi-objective Genetic Algorithms: weighted sums GA and a method for combining the Pareto method with weights. Examples of preference relations application together with traditional Genetic Algorithms are also presented.
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收藏
页码：1504 / 1509
页数：6
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