A socio-behavioural simulation model for engineering design optimization

被引:147
作者
Akhtar, S [1 ]
Tai, K [1 ]
Ray, T [1 ]
机构
[1] Nanyang Technol Univ, Sch Mech & Prod Engn, Ctr Adv Numer Engn Simulat, Singapore 639798, Singapore
关键词
socio-behavioural model; constrained optimization; constraint handling; Pareto ranking;
D O I
10.1080/03052150212723
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a method for solving single objective constrained optimization problems by way of a socio-behavioural simulation model. The essence of the methodology is derived from the concept that the behaviour of an individual changes and improves due to social interaction with the society leaders. Leaders are identified after all individuals of a society are Pareto ranked according to constraint satisfaction. At the higher end, leaders of all societies interact among themselves for the overall improvement of the societies. Such overall improvement of individual societies leads to a better civilization. Four well-studied single objective constrained optimization problems have been solved to show the efficacy of the proposed methodology.
引用
收藏
页码:341 / 354
页数:14
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