Optimization for Multi-Resource Allocation and Leveling Based on a Self-Adaptive Ant Colony Algorithm

被引：1

作者：

Wu Zhengjia ^{[1
]}

Zhang Liping ^{[1
]}

Wang Ying ^{[1
]}

Wang Kui ^{[1
]}

机构：

[1] China Three Gorge Univ, Coll Mech & Mat Engn, Yichang, Peoples R China

来源：

2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, VOLS 1 AND 2, PROCEEDINGS | 2008年

关键词：

Self-adaptive ant colony algorithm; Optimization of multi-resource allocation and leveling; Serial scheduling generation scheme;

D O I：

10.1109/CIS.2008.33

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, Optimization of multi-resource allocation and leveling is studied. A mathematical model of multi-resource allocation and leveling problem for bi-objective and multi-restricted condition is set up. A Self-Adaptive ant colony algorithm for the problem is presented. According to the topological relations of network graph, we develop the method of serial scheduling generation scheme of the four network of ants, self-adoptive adjusting route choice probability and dynamic adjusting volatile coefficient. Then a multi-resource allocation and leveling problem is shown. The results indicated that the self-adaptive ant colony algorithm can approach a superior solution. Comparison with GAs and out colony algorithm, this method is superior at computed time and con vergence rate. Finally, the self-adaptive ant colon-v algorithm can effectively solve large scale multi-resource allocation and leveling problem.

引用

页码：47 / 51

页数：5

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