Title :
An FPGA solver for WSAT algorithms
Author :
Kanazawa, Kenji ; Maruyama, Tsutomu
Author_Institution :
Syst. & Inf. Eng., Tsukuba Univ., Ibaraki, Japan
Abstract :
WSAT and its variants are one of the best performing stochastic local search algorithms for the satisfiability (SAT) problem. In this paper, we propose a new FPGA solver for WSAT algorithms. The features of our solver are (1) high parallelism by small size units to evaluate clauses in each instance of the SAT problem, (2) multi-thread execution to achieve high performance, and (3) fast data-downloading for each instance. We implemented the solver for problems up to 256 variables and 1024 clauses on XC2V6000, and it used 45% of slices and live block RAMs. Our implementation shows higher performance over previous SAT solvers on FPGAs.
Keywords :
field programmable gate arrays; random-access storage; search problems; FPGA solver; SAT problem; WSAT algorithms; data downloading; live block RAM; multi-thread execution; satisfiability problem; stochastic local search algorithm; Field programmable gate arrays; Hardware; Stochastic processes; Stochastic systems; Systems engineering and theory;
Conference_Titel :
Field Programmable Logic and Applications, 2005. International Conference on
Print_ISBN :
0-7803-9362-7
DOI :
10.1109/FPL.2005.1515703