A holonic approach to myopic behavior correction for the allocation process in flexible-job shops using recursiveness

Gabriel Zambrano Rey, Nassima Aissani, Abdelghani Bekrar, Damien Trentesaux

Producción: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

7 Citas (Scopus)

Resumen

This chapter's main interest is the myopic behaviour inherent to holonic control architectures. Myopic behaviour is the lack of coherence among local decision-making and system's global goals. So far, holonic architectures use mediator entities to overcome this issue, bringing the holonic paradigms more toward hierarchy than heterarchy. Instead, this chapter explores the recursiveness characteristic of holonic manufacturing systems (HMS) as a possible way to correct myopic behaviour, by distributing decision-making over adjunct entities. The chapter explains our approach and its agent-based implementation for solving the allocation problem in a flexible job-shop. Results from simulations are compared with a mixed-integer linear program to determine its efficiency in terms of makespan and execution time. Preliminary results encourage further research in this area.

Idioma originalInglés
Título de la publicación alojadaService Orientation in Holonic and Multi-Agent Manufacturing Control
EditoresTheodor Borangiu, Andre Thomas, Damien Trentesaux
Páginas115-128
Número de páginas14
DOI
EstadoPublicada - 2012

Serie de la publicación

NombreStudies in Computational Intelligence
Volumen402
ISSN (versión impresa)1860-949X

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