Collective intelligence on dynamic manufacturing scheduling optimization

Swarm Intelligence (SI) is a growing research field of Artificial Intelligence (AI). SI is the general term for several computational techniques which use ideas and get inspiration from the social behaviours of insects and of other animals. This paper presents hybridization and combination of differ...

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Detalhes bibliográficos
Autor principal: Madureira, Ana Maria (author)
Outros Autores: Pereira, Ivo (author), Sousa, Nelson (author)
Formato: conferenceObject
Idioma:eng
Publicado em: 2013
Assuntos:
Texto completo:http://hdl.handle.net/10400.22/1539
País:Portugal
Oai:oai:recipp.ipp.pt:10400.22/1539
Descrição
Resumo:Swarm Intelligence (SI) is a growing research field of Artificial Intelligence (AI). SI is the general term for several computational techniques which use ideas and get inspiration from the social behaviours of insects and of other animals. This paper presents hybridization and combination of different AI approaches, like Bio-Inspired Techniques (BIT), Multi-Agent systems (MAS) and Machine Learning Techniques (ML T). The resulting system is applied to the problem of jobs scheduling to machines on dynamic manufacturing environments.