A Lyapunov Framework for Quantum Algorithm Design in Combinatorial Optimization with Approximation Ratio Guarantees
Published:Dec 25, 2025 15:38
•1 min read
•ArXiv
Analysis
This article presents a novel framework using Lyapunov functions for designing quantum algorithms in combinatorial optimization. The focus on approximation ratio guarantees is significant, as it provides a measure of the algorithm's performance. The use of Lyapunov functions suggests a potentially rigorous and systematic approach to algorithm design, which is a positive aspect. The article's publication on ArXiv indicates it's a pre-print, so further peer review and validation are needed.
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