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Phys. Rev. E 70, 036107 (2004) [11 pages]

Minimizing energy below the glass thresholds

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Demian Battaglia1,*, Michal Kolář1,†, and Riccardo Zecchina2,‡
1SISSA, Via Beirut 9, I-34100 Trieste, Italy
2ICTP, Strada Costiera 11, I-34100 Trieste, Italy

Received 26 February 2004; published 15 September 2004

Focusing on the optimization version of the random K-satisfiability problem, the MAX-K-SAT problem, we study the performance of the finite energy version of the survey propagation algorithm. We show that a simple (linear time) backtrack decimation strategy is sufficient to reach configurations well below the lower bound for the dynamic threshold energy and very close to the analytic prediction for the optimal ground states. A comparative numerical study on one of the most efficient local search procedures is also given.

© 2004 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.70.036107
DOI:
10.1103/PhysRevE.70.036107
PACS:
02.50.−r, 75.10.Nr, 02.60.Pn, 05.20.−y

*Electronic address: battagli@sissa.it

Electronic address: kolarmi@sissa.it

Electronic address: zecchina@ctp.trieste.it