Reliability-Based Design Optimization Using Evolutionary Algorithm

被引:0
|
作者
Jain, Niketa [1 ]
Badhotiya, Gaurav Kumar [2 ]
Chauhan, Avanish Singh [2 ]
Purohit, Jayant K. [3 ]
机构
[1] Manipal Univ Jaipur, Sch Automobile Mech & Mech Engn SAMM, Jaipur 303007, Rajasthan, India
[2] Malaviya Natl Inst Technol Jaipur MNIT, Jaipur 302017, Rajasthan, India
[3] Poornima Coll Engn, Jaipur 302022, Rajasthan, India
关键词
Reliability-based optimization; Evolutionary algorithm; Genetic algorithm;
D O I
10.1007/978-981-10-7386-1_34
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In our day-to-day life, a system never works on the conditions specified while it was being designed. Hence, it becomes necessary to include the uncertainties present in these systems while obtaining the optimized conditions. These uncertainties present in a reliability model can be handled well if the probabilistic constraints of such models are satisfied. This paper is directed to handle these probabilistic constraints of a reliability-based design optimization model (RBDO). For this purpose, one of the most efficient and precise optimization tools, namely genetic algorithm (GA), has been used. The basic principle of GAs involves the combination of the fittest string structures which are generated through numerous random iterations. The main objective of this paper is to incorporate the efficient function of a multi-objective evolutionary algorithm (MOEA) in a code formulated in 'C' language which is designed in a manner such that it is capable to handle the probabilistic constraints of a RBDO model.
引用
收藏
页码:393 / 402
页数:10
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