Particle swarm optimization for nonlinear integer programming problems

被引：0
|
作者：
Matsui, Takeshi [1 ]
Kato, Kosuke [1 ]
Sakawa, Masatoshi [1 ]
Uno, Takeshi [1 ]
Matsumoto, Koichi [1 ]
机构：
[1] Hiroshima Univ, Grad Sch Engn, Hiroshima 730, Japan
来源：
IMECS 2008: INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II | 2008年
关键词：
nonlinear integer programming problem; particle swarm optimization; rounding;
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：
In this research, focusing on nonlinear integer programming problems, we propose an approximate solution method based on particle swarm optimization proposed by Kennedy et al. To be more specific, we develop a new particle swarm optimization method which is applicable to discrete optimization problems by incoporating a new method for generating initial search points, the rounding of values obtained by the move scheme and the revision of move methods. Furthermore, we show the efficiency of the proposed particle swarm optimization method by comparing it with an existing method through the application of them into the numerical examples.
引用
收藏
页码：1874 / 1877
页数：4
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