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Ising formulations of many NP problems

Authors :
Lucas, Andrew
Source :
Frontiers in Physics 2, 5 (2014)
Publication Year :
2013

Abstract

We provide Ising formulations for many NP-complete and NP-hard problems, including all of Karp's 21 NP-complete problems. This collects and extends mappings to the Ising model from partitioning, covering and satisfiability. In each case, the required number of spins is at most cubic in the size of the problem. This work may be useful in designing adiabatic quantum optimization algorithms.<br />Comment: 27 pages; v2: substantial revision to intro/conclusion, many more references; v3: substantial revision and extension, to-be-published version

Details

Database :
arXiv
Journal :
Frontiers in Physics 2, 5 (2014)
Publication Type :
Report
Accession number :
edsarx.1302.5843
Document Type :
Working Paper
Full Text :
https://doi.org/10.3389/fphy.2014.00005