Title :
BDD encoding for partial order constraints and its application to expert systems in software verification domains
Author :
Kurihara, Masahito ; Kondo, Hisashi
Author_Institution :
Hokkaido Inst. of Technol., Sapporo, Japan
Abstract :
We introduce a class of computational problems called partial-order constraint satisfaction problems (POCSPs) for formulating the general problem of determining partial orders that satisfy the given constraints. Then we present some heuristic methods for encoding and solving these problems efficiently by using the binary decision diagram (BDD) data structure. Finally, we show that these methods can be successfully applied to expert systems in the subdomain of software verification
Keywords :
binary decision diagrams; computer aided software engineering; constraint theory; data structures; encoding; expert systems; heuristic programming; operations research; program verification; BDD data structure; BDD encoding; binary decision diagram; computational problems; expert systems; heuristic methods; partial-order constraint satisfaction problems; software verification; Application software; Artificial intelligence; Binary decision diagrams; Boolean functions; Data structures; Encoding; Expert systems; Processor scheduling; Software systems; Systems engineering and theory;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.886419