Utilize este identificador para referenciar este registo: http://hdl.handle.net/10198/9679
Título: Bio-inspired multi-agent systems for reconfigurable manufacturing systems
Autor: Leitão, Paulo
Barbosa, José
Trentesaux, Damien
Palavras-chave: Reconfigurable manufacturing systems
Multi-agent systems
Bio-inspired engineering
Data: 2012
Editora: Elsevier
Citação: Leitão, Paulo; Barbosa, José; Trentesaux, Damien (2012) - Bio-inspired multi-agent systems for re-configurable manufacturing systems. Engineering Applications of Artificial Intelligence. 25:5, p. 934-944
Relatório da Série N.º: 5;
Resumo: The current market’s demand for customization and responsiveness is a major challenge for producing intelligent, adaptive manufacturing systems. The Multi-Agent System (MAS) paradigm offers an alternative way to design this kind of system based on decentralized control using distributed, autonomous agents, thus replacing the traditional centralized control approach. The MAS solutions provide modularity, flexibility and robustness, thus addressing the responsiveness property, but usually do not consider true adaptation and re-configuration. Understanding how, in nature, complex things are performed in a simple and effective way allows us to mimic nature’s insights and develop powerful adaptive systems that able to evolve, thus dealing with the current challenges imposed on manufactur- ing systems. The paper provides an overview of some of the principles found in nature and biology and analyses the effectiveness of bio-inspired methods, which are used to enhance multi-agent systems to solve complex engineering problems, especially in the manufacturing field. An industrial automation case study is used to illustrate a bio-inspired method based on potential fields to dynamically route pallets.
Peer review: yes
URI: http://hdl.handle.net/10198/9679
DOI: 10.1016/j.engappai.2011.09.025
Aparece nas colecções:DE - Artigos em Revistas Indexados ao ISI/Scopus



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