English

Quantum Searches in a Hard 2SAT Ensemble

Quantum Physics 2014-12-18 v1

Abstract

Using a recently constructed ensemble of hard 2SAT realizations, that has a unique ground-state we calculate for the quantized theory the median gap correlation length values ξGAP\xi_{GAP} along the direction of the quantum adiabatic control parameter λ\lambda. We use quantum annealing (QA) with transverse field and a linear time schedule in the adiabatic control parameter λ\lambda. The gap correlation length diverges exponentially ξGAPexp[+rGAPN]\xi_{\rm GAP} \propto {\rm exp} [+r_{\rm GAP}N] in the median with a rate constant rGAP=0.553(6)r_{\rm GAP}=0.553(6), while the run time diverges exponentially τQAexp[+rQAN]\tau_{\rm QA} \propto {\rm exp} [+r_{\rm QA}N] with rQA=1.184(16)r_{\rm QA}=1.184(16). Simulated classical annealing (SA) exhibits a run time rate constant rSA=0.340(5)r_{\rm SA}=0.340(5) that is small and thus finds ground-states exponentially faster than QA. There are no quantum speedups in ground state searches on constant energy surfaces that have exponentially large volume. We also determine gap correlation length distribution functions P(ξGAP)dξGAPWkP(\xi_{\rm GAP})d\xi_{\rm GAP} \approx W_k over the ensemble that at N=18N=18 are close to Weibull functions WkW_k with k1.2k \approx 1.2 i.e., the problems show thin catastrophic tails in ξGAP\xi_{\rm GAP}. The inferred success probability distribution functions of the quantum annealer turn out to be bimodal.

Keywords

Cite

@article{arxiv.1412.5460,
  title  = {Quantum Searches in a Hard 2SAT Ensemble},
  author = {Neuhaus Thomas},
  journal= {arXiv preprint arXiv:1412.5460},
  year   = {2014}
}

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R2 v1 2026-06-22T07:35:15.231Z