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Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization

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arxiv 2302.03536 v1 pith:66NS4VEL submitted 2023-02-07 quant-ph cs.ET

Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization

classification quant-ph cs.ET
keywords approachoptimizationquantumbinaryfewerquadraticunconstrainedalgorithm
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We introduce a novel approach to translate arbitrary 3-SAT instances to Quadratic Unconstrained Binary Optimization (QUBO) as they are used by quantum annealing (QA) or the quantum approximate optimization algorithm (QAOA). Our approach requires fewer couplings and fewer physical qubits than the current state-of-the-art, which results in higher solution quality. We verified the practical applicability of the approach by testing it on a D-Wave quantum annealer.

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