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Home / Proceedings / Proceedings of the International Conference on Automated Planning and Scheduling, 24 / Book One

Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses

February 1, 2023

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Authors

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega

University of La Laguna,University of La Laguna,University of La Laguna


DOI:

10.1609/icaps.v24i1.13634


Abstract:

In this paper we introduce a planning problem termed as Q-Blocks Relocation Problem, which pursues to retrieve a subset of blocks located in a warehouse by minimizing the number of relocation movements. We formalize the problem by means of a Mixed Integer Linear Programming model. However, the high computational burden required by the model encourages us to develop a heuristic algorithm for tackling it. The rationale behind the proposed heuristic is both to retrieve the requested blocks as soon as possible while reducing the number of blocks placed above another one with a higher priority. The computational results indicate that the heuristic reports near-optimal solutions for realistic instances by short computational times, which makes it attractive to be applied by management systems.

Topics: ICAPS

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HOW TO CITE:

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses Proceedings of the International Conference on Automated Planning and Scheduling, 24 (2014) 111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses ICAPS 2014, 111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega (2014). Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses. Proceedings of the International Conference on Automated Planning and Scheduling, 24, 111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses. Proceedings of the International Conference on Automated Planning and Scheduling, 24 2014 p.111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. 2014. Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses. "Proceedings of the International Conference on Automated Planning and Scheduling, 24". 111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. (2014) "Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses", Proceedings of the International Conference on Automated Planning and Scheduling, 24, p.111-119

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega, "Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses", ICAPS, p.111-119, 2014.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. "Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses". Proceedings of the International Conference on Automated Planning and Scheduling, 24, 2014, p.111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. "Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses". Proceedings of the International Conference on Automated Planning and Scheduling, 24, (2014): 111-119.

Christopher Expósito-Izquierdo,Belén Melián-Batista,José Marcos Moreno-Vega. Optimization Model and Heuristic Approach for Blocks Retrieval Processes in Warehouses. ICAPS[Internet]. 2014[cited 2023]; 111-119.


ISSN: 2334-0843


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