Uma Arquitetura de Sistema Multiagente para o TAC-SCM
Resumo
As cadeias de suprimentos apresentam problemas interessantes, devido à complexidade advinda da distribuição dos elementos, à ausência de informações globais em todos os elementos da cadeia e ao caráter dinâmico inerente à rede. Nesse contexto, o objetivo do artigo é propor e avaliar o desempenho de uma arquitetura multiagente para ser utilizada na TAC-SCM. Nessa arquitetura, os agentes são organizados em grupos, possuem papéis e missões. Para executar as missões, competem e/ou colaboram sob a liderança de um dos agentes do grupo. A avaliação da arquitetura em função do número de agentes do sistema mostra um desempenho linear em relação ao consumo de memória e ao número de mensagens trocadas entre os agentes.Referências
Benisch, M. Sardinha, A. Andrews, J. Sadeh, N. (2006) “CMieux: Adaptative Strategies for Competitive Supply Chain Trading”, In: Eighth International Conference on Electronic Commerce, USA, p. 1-10.
Collins, J. Arunachalam, R. Sadeh, N. Eriksson, J. Finne, N. Janson, S. (2006) “The supply chain management game for the 2007 trading agent competition”. Pittsburgh: School of Computer Science Carnegie Mellon University.
Fischer, M. Jiang, H. (2006) “Self-stabilizing Leader Election in Networks of Finite-state Anonymous Agents”, In: Tenth International Conference on Principles of Distributed Systems, Lecture Notes in Computer Science, Springer-Verlag, p. 395-409.
He, M. Rogers, A. Luo, X. Jennings, N. (2006) “Designing a Successful Trading Agent for supply chain Management”, In: Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, Japan, p. 1159-1166.
Hübner, J. S. (2003) “Um Modelo de Reorganização de Sistemas Multiagente”. Tese de Doutorado. Disponível em: [link]. Acessado em: 09/04/2008.
Hübner, J. F. Sichman, J. S. (2000) “SACI: Uma Ferramenta para Implementação e Monitoração da Comunicação entre Agentes”, In: IBERAMIA-SBIA 2000, Brazil, p. 47-56.
Keller, P. Duguay, F. Procup, D. (2004) “RedAgent 2003: An Autonomous, Market-Based supply chain Management Agent”, In: Third International Joint Conference on Autonomous Agents and Multi-Agent Systems, USA, p. 1182-1189.
Kiekintveld, C. Miller, J. Patrick, J. Wellman, M. (2006) “Controlling a supply chain Agent Using Value-Based Decomposition”. Seventh ACM Conference on Electronic Commerce, USA, p. 208-217.
Kwon, O. Paul Im, G. Lee, K. C. (2007) “MACE-SCM: A multi-agent and case-based reasoning collaboration mechanism for supply chain management under supply and demand uncertainties”, In: Expert Systems with Applications: An International Journal, V. 33, Número 3, p. 690-705.
Moyaux, T. Chaib-draa, B. D’Amours, S. (2006) “Supply Chain Management and Multiagent Systems: An Overview”. Book: Multiagent based Supply Chain Management, Springer Berlin Heidelberg, p. 1-27.
Pardoe, D. Stone, P. (2006) “TacTex 05: A Champion supply chain Management Agent”, In: Fifteenth Twenty-First National Conference on Artificial Intelligence, USA.
RAO, A. GEORGEFF, M. (1995) “BDI agents: from theory to practice”, In: First International Conference on MultiAgent Systems (ICMAS’95), p. 312–319.
Simchi-Levi, D. Kaminsky, P. Simchi-Levi, E. (2000) “Designing and managing the supply chain”. McGraw-Hill Higher Education, pages 321.
Collins, J. Arunachalam, R. Sadeh, N. Eriksson, J. Finne, N. Janson, S. (2006) “The supply chain management game for the 2007 trading agent competition”. Pittsburgh: School of Computer Science Carnegie Mellon University.
Fischer, M. Jiang, H. (2006) “Self-stabilizing Leader Election in Networks of Finite-state Anonymous Agents”, In: Tenth International Conference on Principles of Distributed Systems, Lecture Notes in Computer Science, Springer-Verlag, p. 395-409.
He, M. Rogers, A. Luo, X. Jennings, N. (2006) “Designing a Successful Trading Agent for supply chain Management”, In: Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, Japan, p. 1159-1166.
Hübner, J. S. (2003) “Um Modelo de Reorganização de Sistemas Multiagente”. Tese de Doutorado. Disponível em: [link]. Acessado em: 09/04/2008.
Hübner, J. F. Sichman, J. S. (2000) “SACI: Uma Ferramenta para Implementação e Monitoração da Comunicação entre Agentes”, In: IBERAMIA-SBIA 2000, Brazil, p. 47-56.
Keller, P. Duguay, F. Procup, D. (2004) “RedAgent 2003: An Autonomous, Market-Based supply chain Management Agent”, In: Third International Joint Conference on Autonomous Agents and Multi-Agent Systems, USA, p. 1182-1189.
Kiekintveld, C. Miller, J. Patrick, J. Wellman, M. (2006) “Controlling a supply chain Agent Using Value-Based Decomposition”. Seventh ACM Conference on Electronic Commerce, USA, p. 208-217.
Kwon, O. Paul Im, G. Lee, K. C. (2007) “MACE-SCM: A multi-agent and case-based reasoning collaboration mechanism for supply chain management under supply and demand uncertainties”, In: Expert Systems with Applications: An International Journal, V. 33, Número 3, p. 690-705.
Moyaux, T. Chaib-draa, B. D’Amours, S. (2006) “Supply Chain Management and Multiagent Systems: An Overview”. Book: Multiagent based Supply Chain Management, Springer Berlin Heidelberg, p. 1-27.
Pardoe, D. Stone, P. (2006) “TacTex 05: A Champion supply chain Management Agent”, In: Fifteenth Twenty-First National Conference on Artificial Intelligence, USA.
RAO, A. GEORGEFF, M. (1995) “BDI agents: from theory to practice”, In: First International Conference on MultiAgent Systems (ICMAS’95), p. 312–319.
Simchi-Levi, D. Kaminsky, P. Simchi-Levi, E. (2000) “Designing and managing the supply chain”. McGraw-Hill Higher Education, pages 321.
Publicado
28/05/2008
Como Citar
BRITO, Robison Cris; TACLA, Cesar Augusto.
Uma Arquitetura de Sistema Multiagente para o TAC-SCM. In: WORKSHOP-ESCOLA DE SISTEMAS DE AGENTES, SEUS AMBIENTES E APLICAÇÕES (WESAAC), 2. , 2008, Santa Cruz do Sul/RS.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2008
.
p. 94-103.
ISSN 2326-5434.
DOI: https://doi.org/10.5753/wesaac.2008.33081.
