A new discrete filled function method for finding global minimizer of the integer programming

被引:23
作者
Lin, Hongwei [1 ,2 ]
Wang, Yuping [1 ]
Fan, Lei [1 ]
Gao, Yuelin [3 ]
机构
[1] Xidian Univ, Sch Comp Sci & Technol, Xian 710071, Shaanxi, Peoples R China
[2] Jinling Inst Technol, Dept Basic Sci, Nanjing 211169, Jiangsu, Peoples R China
[3] Beifang Univ Nationalities, Inst Informat & Syst Sci, Ningxia 750021, Peoples R China
基金
中国国家自然科学基金;
关键词
Discrete filled function method; Filled function; Global minimizer; Integer programming; OPTIMIZATION; ALGORITHM;
D O I
10.1016/j.amc.2012.10.035
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, a new discrete filled function method is proposed for finding a global minimizer of integer programming problems. Only one parameter is included in the proposed filled function and it does not need to be adjusted further when it is taken as large as possible; moreover, the current local minimizer obtained by minimizing the proposed filled function will be one of the local minimizers of the original problem and it is better than the minimizers found previously. Thus it is not necessary to use a local search method to the original function. As a result, the computation cost of the proposed discrete filled function method is relatively low. Numerical results demonstrate the effectiveness of the proposed method. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:4371 / 4378
页数:8
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