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Multi-objective optimization base on incremental pareto fitness

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成果类型:
期刊论文、会议论文
作者:
Wei, Xin*
通讯作者:
Wei, Xin
作者机构:
[Wei, Xin] School of Mechanical Engineering, Wuhan Polytechnic University, Wuhan, 430023, China
通讯机构:
[Wei, X.] S
School of Mechanical Engineering, Wuhan Polytechnic UniversityChina
语种:
英文
关键词:
Incremental metamodel;Incremental pareto fitness;Multi-objective optimization;Structure optimization
期刊:
Advanced Materials Research
ISSN:
1022-6680
年:
2014
卷:
1030-1032
页码:
1733-1736
会议名称:
2nd International Conference on Materials, Transportation and Environmental Engineering, CMTEE 2014
会议时间:
30 July 2014 through 31 July 2014
主编:
Kao J.C.M.Sung W.-P.Chen R.
出版者:
Trans Tech Publications Ltd
ISBN:
9783038352488
机构署名:
本校为第一机构
院系归属:
机械工程学院
摘要:
A new multi-objective optimization algorithm based on incrementally Pareto fitness is proposed in this paper. To overcome the directly calculate the Pareto fitness matrix expensively, we adopt to make full use of information of last iteration at each stept to update the Parteto fitness matrix gradually. Experiments proved the highest efficiency of the new method. ...

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