A GRASP method for the Bi-Objective Multiple Row Equal Facility Layout Problem

The Bi-Objective Multiple Row Equal Facility Layout Problem considers both quantitative and qualitative objectives that are very useful in many scenarios like the factory design. In this work, a new multi-objective GRASP approach is proposed which applies an ensemble of four different constructive m...

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Detalles Bibliográficos
Autores: Uribe, Nicolás R., Herrán, Alberto, Colmenar, J. Manuel
Tipo de recurso: artículo
Fecha de publicación:2024
País:España
Institución:Universidad Rey Juan Carlos
Repositorio:BURJC-Digital. Repositorio Institucional de la Universidad Rey Juan Carlos
OAI Identifier:oai:burjcdigital.urjc.es:10115/34942
Acceso en línea:https://hdl.handle.net/10115/34942
Access Level:acceso abierto
Palabra clave:Metaheuristics
GRASP
Facility location
Row layout
Bi-objective optimization
Descripción
Sumario:The Bi-Objective Multiple Row Equal Facility Layout Problem considers both quantitative and qualitative objectives that are very useful in many scenarios like the factory design. In this work, a new multi-objective GRASP approach is proposed which applies an ensemble of four different constructive methods followed by the combination of two local search procedures, improving the results from the state of the art. Due to the superiority of this proposal, a new dataset of larger problem instances is generated, providing detailed metrics of the obtained solutions