An improved fast adaptive simulated annealing algorithm

被引:0
|
作者
Pu Zhong-hao [1 ]
Wang Lin [1 ]
Zhang Lei [1 ]
机构
[1] Inner Mongolia Univ Technol, Informat Inst, Hohhot 010051, Peoples R China
关键词
adaptive neighborhood; simulated annealing; multivariables optimization; continurous variables;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Corana method which controls the neighborhood range is very useful since the. method automatically determines the neighborhood range,but the performance of the method in terms of the search ability is not good for multivariables optimal problems. It always falls in the local optimum. So it investigates the performance of the Corana method,, and points out the reason why couldn't finds the best optimun. Then it advances a new scheme for adjusting the neighborhood range in continuous optimization problems to obtain good solutions in shorter annealing steps. The results are tested in some examples by using simulated annealing algorithm, Corana method and improved algorithm with same parameters. The results show that this improved method has higher precision and efficiency for multivariables optimal problem than foregoing methods.
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页码:511 / 514
页数:4
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