An Evolutionary Ising Optimization Framework for Unconstrained Binary Quadratic Programming

An Ising machine (IM), as a type of analog computer tailored for tackling intractable combinatorial optimization problems, has attracted remarkable attention in recent years. In contrast to the blossoming field of bespoke IM hardware, developing metaheuristics from IMs remains largely uninvestigated...

Full description

Bibliographic Details

Published in:	IEEE transactions on evolutionary computation p. 1
Main Authors:	Fu, Wujie, Trivedi, Anupam, Chen, Guanyu, Gao, Yuan, Srinivasan, Dipti, Danner, Aaron
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	Annealing Computational efficiency Computational modeling Couplings energy minimization Heuristic algorithms Ising model Metaheuristics Minimization nature-inspired metaheuristic Optimization Physics quadratic unconstrained binary optimization Stationary state
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!