• CN:11-2187/TH
  • ISSN:0577-6686

›› 2003, Vol. 39 ›› Issue (1): 101-106.

• 论文 • 上一篇    下一篇

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基于灰色系统理论的多目标优化的一种策略

陈义保;姚建初;钟毅芳   

  1. 华中科技大学CAD中心
  • 发布日期:2003-01-15

GREY DIFFERENCE BASED MULTI-OBJECTIVE OPTIMIZATION STRATEGY

Chen Yibao;Yao Jianchu;Zhong Yifang   

  1. Huazhong University of Science and Technology
  • Published:2003-01-15

摘要: 利用灰色系统理论,提出了多目标优化时计算各目标权重的权系数群体评估法。针对多目标优化设计中存在的问题,提出了灰色差异度的方法。以灰色差异度为目标函数,将多目标优化转化为使灰色差异度最小的单目标优化。并以此方法对抽油机进行了多目标优化设计,得到了较优的结果。通过分析比较,说明该方法适用于多目标非光滑、奇异函数的优化设计。

关键词: 抽油机, 多目标优化设计, 灰色差异度, 权系数群体评估法

Abstract: Grey system based experts evaluation method of weighting coefficient is put forward. A new optimization strategy based on grey difference degree is given subsequently, which is used to solve multi-objective optimization design.Using grey difference degree, multi-objective optimization design can be converted to single objective optimization. Take the pumping unit multi-objective optimization design as example, the count steps of the proposed approach is given in details.The successful application in pumping unit multi-objective optimization design shows that the grey difference degree based strategy is effective. It can be used to solve non-smooth and strange functional multi-objective optimization design.

Key words: Experts evaluation method of weighting coefficient, Grey difference degree Pumping unit, Multi-objective optimization design

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