Analisis Experimental Del Costo Computacional Del Problema 2+p-Sat Aleatorio

Analisis Experimental Del Costo Computacional Del Problema 2+p-Sat Aleatorio

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Article ID: iaor20117221
Volume: 25
Issue: 3
Start Page Number: 278
End Page Number: 284
Publication Date: Sep 2004
Journal: Revista Investigacion Operacional
Authors: , ,
Keywords: NP-hard
Abstract:

Random 2+p-SAT problem interpolates between the polynomial-time random 2-SAT problem, where p = 0, and the NP-Complete random 3-SAT problem, where p = 1. This study describes the computational cost of a modification of the TABLEAU algorithm over random 2+p-SAT instances. The description was achieved through experiments on random 2+p-SAT instances for values of p on the interval 0 ≤ p ≤ 51, with 0.05 steps and n on the interval 50 ≤ n ≤ 8000. The typical computational cost observed in the experiments has a polynomial behavior on the region defined by values of p up to 0.60, and an exponential behavior on the region defined by p ≥ 0.65. The obtained region of polynomial behavior is significantly broader than the region obtained by other authors. Extremely hard instances were observed in the region 0.60 ≤ p ≤ 0.95. For the region p ≤ 0.50, all the unsatisfiable instances were solved with zero explored branches on the search tree. The latter result suggests that, for unsatisfiable instances on the region p ≤ 0.50, the modified TABLEAU algorithm behaves like 2-SAT instances.

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