Andrew J. Ochoa, Martin J. A. Schuetz, Helmut G. Katzgraber · 2026 · arXiv
DOI: 10.48550/arXiv.2610.28528 · open-access PDF
Demostraremos un enfoque híbrido cuántico-clásico para explorar multitud de problemas de conjunto máximo independiente en estado de tierra, en el que el hardware cuántico suministra las soluciones iniciales y un algoritmo de postprocesamiento completamente clásico los expande, aumentando la diversidad de soluciones de mediciones de hardware cuántico hasta varios órdenes de magnitud. Los dispositivos de optimización cuántica, aunque capaces de generar soluciones de alta calidad, pueden sufrir de limitaciones fundamentales de muestreo.
Machine translation (Meta M2M100); the English original follows.
We demonstrate a hybrid quantum-classical approach for exploring ground-state manifolds of maximum independent set problems, in which quantum hardware supplies the initial solutions and an entirely classical post-processing algorithm expands them, increasing the solution diversity of quantum hardware measurements by up to several orders of magnitude. Quantum optimization devices, while capable of generating high-quality solutions, can suffer from fundamental sampling limitations. This is particularly problematic for applications that strongly depend on a large variety of uncorrelated optimal s
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