A neuro-fuzzy approach to the capacitated vehicle routing problem

被引:0
|
作者
Gomes, LDT [1 ]
Von Zuben, FJ [1 ]
机构
[1] State Univ Campinas, Dept Comp Engn & Ind Automat, BR-13083970 Campinas, SP, Brazil
来源
PROCEEDING OF THE 2002 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3 | 2002年
关键词
D O I
10.1109/IJCNN.2002.1007814
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a new approach to the vehicle routing problem. The method is based on self-organizing maps with one-dimensional neighborhood, adjustable number of neurons and network training guided by fuzzy rules. The distinctive aspect is the successful application of the algorithm to several instances while keeping parameters unchanged.
引用
收藏
页码:1930 / 1935
页数:2
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