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Quantum Model for CVRPTW
Acte de colloque   Open Access

Quantum Model for CVRPTW

Imran Meghazi et Éric Bourreau
Quantum Engineering Sciences and Technologies for Industry and ServicesFirst International Conference, QUEST-IS 2025, Paris, France, December 1–4, 2025, Proceedings, Part II, Vol.2744, p.65-76
Communications in Computer and Information Science
QUEST-IS 2025 - 1st International Conference on Quantum Engineering Sciences and Technologies for Industry and Services (Paris, France, 01/12/2025–04/12/2025)
05/02/2026

Résumé

Optimization Quantum computing Operations research
This paper proposes a quantum algorithm for the capacitated vehicle routing problem with time windows (CVRPTW) based on Grover Search framework. This problem is often faced by Postal services in the context of package delivery or other time-sensitive operations. We provide an implementation on gate based quantum computer of a model inspired by classical route first, cluster second technique. The quantum paradigm allows to overcome suboptimality inherent property of this decomposition. In the current NISQ (Noisy Intermediate-Scale Quantum) era, the most important limitation is the number of available qubits which makes time windows and capacity constraints hard to tackle. We introduce a qubit-efficient split-inspired modeling which adds only a linear number of decision qubits to standard quantum formulations for Traveling Salesman Problem (TSP).

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