Cooperative Scheduling System with Emergent Swarm Based Behavior

被引:1
|
作者
Madureira, Ana [1 ]
Pereira, Ivo [1 ]
Falcao, Diamantino [1 ]
机构
[1] Polytech Porto ISEP IPP, GECAD Knowledge Engn & Decis Support Res Ctr, Inst Engn, Oporto, Portugal
关键词
Cooperation; Swarm Intelligence; Scheduling Systems; Multi-Agent Systems;
D O I
10.1007/978-3-642-36981-0_61
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 Swarm based Cooperation Mechanism for scheduling optimization. We intend to conceptualize real manufacturing systems as interacting autonomous entities in order to support decision making in agile manufacturing environments. Agents coordinate their actions automatically without human supervision considering a common objective - global scheduling solution taking advantages from collective behavior of species through implicit and explicit cooperation. The performance of the cooperation mechanism will be evaluated consider implicit cooperation at first stage through ACS, PSO and ABC algorithms and explicit through cooperation mechanism application.
引用
收藏
页码:661 / 671
页数:11
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