Reinforcement Learning for Dual-Resource Constrained Scheduling

This paper proposes using reinforcement learning to solve scheduling problems where two types of resources of limited availability must be allocated. The goal is to minimize the makespan of a dual-resource constrained flexible job shop scheduling problem. Efficient practical implementation is very v...

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Detalhes bibliográficos
Autor principal: Martins, M. (author)
Outros Autores: Viegas, J. (author), Coito, T. (author), Firme, B. (author), Sousa, J. (author), Figueiredo, Joao (author), Vieira, S. (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Texto completo:http://hdl.handle.net/10174/28832
País:Portugal
Oai:oai:dspace.uevora.pt:10174/28832