Disjunctive answer set solvers via templates. Issue 4 (17th December 2015)

• Record Type: Journal Article
• Authors: BROCHENIN, REMI; MARATEA, MARCO; LIERLER, YULIYA
• Is Part Of: Theory and practice of logic programming. Volume 16:Issue 4(2016)
• Page Start: 465
• Page End: 497
• Publication Date: 2015-12-17
• Subjects: answer set programming, -- abstract solvers; Logic programming -- Periodicals; Artificial intelligence -- Computer programs -- Periodicals; Constraint programming (Computer science) -- Periodicals; 005.115
• DOI: 10.1017/S1471068415000411
• Languages: English
• ISSNs: 1471-0684

Abstract

Abstract: Answer set programming is a declarative programming paradigm oriented towards difficult combinatorial search problems. A fundamental task in answer set programming is to compute stable models, i.e., solutions of logic programs. Answer set solvers are the programs that perform this task. The problem of deciding whether a disjunctive program has a stable model is Σ P 2 -complete. The high complexity of reasoning within disjunctive logic programming is responsible for few solvers capable of dealing with such programs, namelydlv, gnt, cmodels, clasp andwasp . In this paper, we show that transition systems introduced by Nieuwenhuis, Oliveras, and Tinelli to model and analyze satisfiability solvers can be adapted for disjunctive answer set solvers. Transition systems give a unifying perspective and bring clarity in the description and comparison of solvers. They can be effectively used for analyzing, comparing and proving correctness of search algorithms as well as inspiring new ideas in the design of disjunctive answer set solvers. In this light, we introduce a general template, which accounts for major techniques implemented in disjunctive solvers. We then illustrate how this general template captures solversdlv, gnt, andcmodels . We also show how this framework provides a convenient tool for designing new solving algorithms by means of combinations of techniques employed in different solvers.