Ising formulations of many NP problems
Harvard University Press · Harvard University
Indexed inarxivcrossrefdoaj
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.
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1Topics & keywords
Topics
Keywords
- Ising model
- Spins
- Boolean satisfiability problem
- Satisfiability
- Ising spin
- Quantum
- Mathematics
- Computer science
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