Analysis and Acceleration of the Quadratic Knapsack Problem on an Ising Machine
نویسندگان
چکیده
The binary quadratic knapsack problem (QKP) aims at optimizing a cost function within single knapsack. Its applications and difficulty make it appealing for various industrial fields. In this paper we present an efficient strategy to solve the by modeling as Ising spin model using machine search its ground state which translates optimal solution of problem. Secondly, in order facilitate search, propose novel technique visualize landscape demonstrate how difficult is QKP on machine. Finally, two software improvement algorithms efficiently
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ژورنال
عنوان ژورنال: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences
سال: 2021
ISSN: ['1745-1337', '0916-8508']
DOI: https://doi.org/10.1587/transfun.2020kep0007