Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results

Eneko Osaba; Esther Villar-Rodriguez; Antón Asla

doi:10.1109/QCE60285.2024.10359

Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results

Eneko Osaba^*
, Esther Villar-Rodriguez
, Antón Asla

^*Autor correspondiente de este trabajo

Quantum

Serikat - Consultoría y Servicios Tecnológicos

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

Resumen

In the current NISQ-era, one of the major challenges faced by researchers and practitioners lies in figuring out how to combine quantum and classical computing in the most efficient and innovative way. In this paper, we present a mechanism coined as Quantum Initialization for Warehouse Optimization Problem that resorts to D-Wave's Quantum Annealer. The module has been specifically designed to be embedded into already-existing classical software dedicated to the optimization of a real-world industrial problem. We preliminary tested the implemented mechanism through a two-phase experimentation against the classical version of the software.

Idioma original	Inglés
Título de la publicación alojada	Workshops Program, Posters Program, Panels Program and Tutorials Program
Editores	Candace Culhane, Greg T. Byrd, Hausi Muller, Yuri Alexeev, Yuri Alexeev, Sarah Sheldon
Editorial	Institute of Electrical and Electronics Engineers Inc.
Páginas	468-469
Número de páginas	2
ISBN (versión digital)	9798331541378
DOI	https://doi.org/10.1109/QCE60285.2024.10359
Estado	Publicada - 2024
Evento	5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024 - Montreal, Canadá Duración: 15 sept 2024 → 20 sept 2024

Serie de la publicación

Nombre	Proceedings - IEEE Quantum Week 2024, QCE 2024
Volumen	2

Conferencia

Conferencia	5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024
País/Territorio	Canadá
Ciudad	Montreal
Período	15/09/24 → 20/09/24

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 9: Industria, innovación e infraestructura

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10.1109/QCE60285.2024.10359

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Osaba, E., Villar-Rodriguez, E., & Asla, A. (2024). Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results. En C. Culhane, G. T. Byrd, H. Muller, Y. Alexeev, Y. Alexeev, & S. Sheldon (Eds.), Workshops Program, Posters Program, Panels Program and Tutorials Program (pp. 468-469). (Proceedings - IEEE Quantum Week 2024, QCE 2024; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/QCE60285.2024.10359

Osaba, Eneko ; Villar-Rodriguez, Esther ; Asla, Antón. / Exploring Utility in a Real-World Warehouse Optimization Problem : Formulation Based on Quantum Annealers and Preliminary Results. Workshops Program, Posters Program, Panels Program and Tutorials Program. editor / Candace Culhane ; Greg T. Byrd ; Hausi Muller ; Yuri Alexeev ; Yuri Alexeev ; Sarah Sheldon. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 468-469 (Proceedings - IEEE Quantum Week 2024, QCE 2024).

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abstract = "In the current NISQ-era, one of the major challenges faced by researchers and practitioners lies in figuring out how to combine quantum and classical computing in the most efficient and innovative way. In this paper, we present a mechanism coined as Quantum Initialization for Warehouse Optimization Problem that resorts to D-Wave's Quantum Annealer. The module has been specifically designed to be embedded into already-existing classical software dedicated to the optimization of a real-world industrial problem. We preliminary tested the implemented mechanism through a two-phase experimentation against the classical version of the software.",

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author = "Eneko Osaba and Esther Villar-Rodriguez and Ant{\'o}n Asla",

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Osaba, E , Villar-Rodriguez, E & Asla, A 2024, Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results. En C Culhane, GT Byrd, H Muller, Y Alexeev, Y Alexeev & S Sheldon (eds.), Workshops Program, Posters Program, Panels Program and Tutorials Program. Proceedings - IEEE Quantum Week 2024, QCE 2024, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 468-469, 5th IEEE International Conference on Quantum Computing and Engineering, QCE 2024, Montreal, Canadá, 15/09/24. https://doi.org/10.1109/QCE60285.2024.10359

Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results. / Osaba, Eneko ; Villar-Rodriguez, Esther; Asla, Antón.
Workshops Program, Posters Program, Panels Program and Tutorials Program. ed. / Candace Culhane; Greg T. Byrd; Hausi Muller; Yuri Alexeev; Yuri Alexeev; Sarah Sheldon. Institute of Electrical and Electronics Engineers Inc., 2024. p. 468-469 (Proceedings - IEEE Quantum Week 2024, QCE 2024; Vol. 2).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

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AB - In the current NISQ-era, one of the major challenges faced by researchers and practitioners lies in figuring out how to combine quantum and classical computing in the most efficient and innovative way. In this paper, we present a mechanism coined as Quantum Initialization for Warehouse Optimization Problem that resorts to D-Wave's Quantum Annealer. The module has been specifically designed to be embedded into already-existing classical software dedicated to the optimization of a real-world industrial problem. We preliminary tested the implemented mechanism through a two-phase experimentation against the classical version of the software.

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Osaba E , Villar-Rodriguez E, Asla A. Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results. En Culhane C, Byrd GT, Muller H, Alexeev Y, Alexeev Y, Sheldon S, editores, Workshops Program, Posters Program, Panels Program and Tutorials Program. Institute of Electrical and Electronics Engineers Inc. 2024. p. 468-469. (Proceedings - IEEE Quantum Week 2024, QCE 2024). doi: 10.1109/QCE60285.2024.10359

Exploring Utility in a Real-World Warehouse Optimization Problem: Formulation Based on Quantum Annealers and Preliminary Results

Resumen

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