Dynamic scheduling and division of labor in social insects

被引：65
|
作者：
Campos, M [1 ]
Bonabeau, E
Théraulaz, G
Deneubourg, JL
机构：
[1] Northwestern Univ, Evanston, IL 60208 USA
[2] Santa Fe Inst, Santa Fe, Mexico
[3] Univ Toulouse 3, F-31062 Toulouse, France
[4] Free Univ Brussels, B-1050 Brussels, Belgium
来源：
ADAPTIVE BEHAVIOR | 2000年 / 8卷 / 02期
关键词：
D O I：
10.1177/105971230000800201
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A method for assigning tasks or resources, based on a model of division of labor in social insects, is introduced and applied to a dynamic flow shop scheduling problem. The problem consists of assigning trucks to paint booths in a truck facility to minimize total makespan and the number of paint flushes. Similarities between the ant-bared approach and a market-based approach are highlighted. Both systems are able to adapt well to changing conditions.
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页码：83 / 95
页数：13
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