Title :
A Modified Tunnelling Algorithm for Global Minimization with Box Constrained
Author :
Li, Zhonghao ; Yang, Yongjian
Author_Institution :
Dept. of Math., Shanghai Univ., Shanghai, China
Abstract :
The tunneling algorithm for global minimization was given in the paper (A.V.Levy and A.MOntalvo, The tunneling algorithm for the global minimization of functions, SIAM J.on Sci.and Stat.Comput. 6:1 (1985), 15-29.) , but there exist some disadvantages in the implementation of algorithm. In this paper, we give a modified tunneling function. Based on the function, an algorithm for global minimization is proposed, the algorithm overcomes these disadvantages of the tunneling algorithm. The implementation of the algorithm on several test problem is reported with satisfactory numerical results.
Keywords :
minimisation; box constrained global optimization; global minimization; modified tunneling function; modified tunnelling algorithm; Heuristic algorithms; Manganese; Minimization; Optimization; Reliability; Smoothing methods; Tunneling; global minimization; modified tunnelling function; tunneling algorithm;
Conference_Titel :
Computational Sciences and Optimization (CSO), 2012 Fifth International Joint Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4673-1365-0
DOI :
10.1109/CSO.2012.99