Title
Computational experience with an interior point algorithm on the satisfiability problem
Abstract
We apply the zero-one integer programming algorithm described in Karmarkar [12] and Karmarkar, Resende and Ramakrishnan [13] to solve randomly generated instances of the satisfiability problem (SAT). The interior point algorithm is briefly reviewed and shown to be easily adapted to solve large instances of SAT. Hundreds of instances of SAT (having from 100 to 1000 variables and 100 to 32,000 clauses) are randomly generated and solved. For comparison, we attempt to solve the problems via linear programming relaxation with MINOS.
Year
DOI
Venue
1990
10.1007/BF02283686
Annals of Operations Research
Keywords
Field
DocType
Integer programming,interior point method,logic,satisfiability
Discrete mathematics,Mathematical optimization,Boolean satisfiability problem,Satisfiability,Algorithm,Integer programming,Karmarkar's algorithm,Linear programming relaxation,Interior point method,MINOS,Mathematics
Conference
Volume
Issue
Citations 
25
1-4
31
PageRank 
References 
Authors
10.12
12
4
Name
Order
Citations
PageRank
Anil P. Kamath13110.12
Narendra Karmarkar21670490.93
K. G. Ramakrishnan358798.53
Mauricio G. C. Resende43729336.98