Cooperative scheduling system with emergent swarm based behavior


Autoria(s): Madureira, Ana Maria; Pereira, Ivo; Falcão, Diamantino
Data(s)

12/04/2013

12/04/2013

2013

11/04/2013

Resumo

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.

Identificador

DOI 10.1007/978-3-642-36981-0_61

978-3-642-36980-3

978-3-642-36981-0

2194-5357

http://hdl.handle.net/10400.22/1249

Idioma(s)

eng

Publicador

Springer Berlin Heidelberg

Relação

Advances in Intelligent Systems and Computing; Vol. 206

http://link.springer.com/chapter/10.1007%2F978-3-642-36981-0_61

Direitos

closedAccess

Palavras-Chave #Cooperation #Swarm intelligence #Scheduling systems #Multi-agent systems
Tipo

bookPart