Hybrid immune-simulated annealing algorithm for optimal design and manufacturing

被引:74
|
作者
Yildiz, Ali Riza [1 ]
机构
[1] Uludag Univ, Dept Mech Engn, TR-16059 Bursa, Turkey
来源
INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY | 2009年 / 34卷 / 03期
关键词
immune algorithm; simulated annealing; design optimisation; turning; GENETIC ALGORITHM; TOPOLOGY DESIGN; MACHINING CONDITIONS; SHAPE OPTIMIZATION; TURNING OPERATIONS;
D O I
10.1504/IJMPT.2009.024655
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper introduces a new hybrid optimisation approach by combining immune algorithm and simulated annealing algorithm. The main goal of the present research is to develop a novel optimisation approach for the solution of engineering optimisation problems. To demonstrate the effectiveness and robustness of the proposed approach, it is applied to engineering optimisation problems including the multi-pass turning problem taken from the literature and a shape design optimisation problem from automotive industry. Compared with other existing approaches in the literature, the proposed approach is very useful for optimal design and manufacturing.
引用
收藏
页码:217 / 226
页数:10
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