二次无约束二元优化
计算机科学
量子计算机
量子退火
桥(图论)
分析
多样性(控制论)
量子
计算理论
理论计算机科学
计算科学
数据科学
算法
人工智能
物理
内科学
医学
量子力学
作者
Fred Glover,Gary Kochenberger,Rick Hennig,Yu Du
标识
DOI:10.1007/s10479-022-04634-2
摘要
Quantum Bridge Analytics relates generally to methods and systems for hybrid classical-quantum computing, and more particularly is devoted to developing tools for bridging classical and quantum computing to gain the benefits of their alliance in the present and enable enhanced practical application of quantum computing in the future. This is the first of a two-part tutorial that surveys key elements of Quantum Bridge Analytics and its applications, with an emphasis on supplementing models with numerical illustrations. In Part 1 (the present paper) we focus on the Quadratic Unconstrained Binary Optimization model which is presently the most widely applied optimization model in the quantum computing area, and which unifies a rich variety of combinatorial optimization problems. This document extends an original version published in 4OR to include a section on advanced models related to quantum optimization and a section reporting comparative computational results on challenging combinatorial applications.
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