Partial Compilation of ASP Programs

Answer Set Programming (ASP) is a well-known declarative formalism in logic programming. Efficient implementations made it possible to apply ASP in many scenarios, ranging from deductive databases applications to the solution of hard combinatorial problems. State-of-the-art ASP systems are based on...

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Vydáno v:Theory and practice of logic programming Ročník 19; číslo 5-6; s. 857 - 873
Hlavní autoři: CUTERI, BERNARDO, DODARO, CARMINE, RICCA, FRANCESCO, SCHÜLLER, PETER
Médium: Journal Article
Jazyk:angličtina
Vydáno: Cambridge, UK Cambridge University Press 01.09.2019
Témata:
35th International Conference on Logic Programming
Algorithms
Combinatorial analysis
Declarative programming
Logic programming
Mathematical programming
Original Article
Grounding bottleneck
Answer set programming
Compilation
ISSN:1471-0684, 1475-3081
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Shrnutí:Answer Set Programming (ASP) is a well-known declarative formalism in logic programming. Efficient implementations made it possible to apply ASP in many scenarios, ranging from deductive databases applications to the solution of hard combinatorial problems. State-of-the-art ASP systems are based on the traditional ground&solve approach and are general-purpose implementations, i.e., they are essentially built once for any kind of input program. In this paper, we propose an extended architecture for ASP systems, in which parts of the input program are compiled into an ad-hoc evaluation algorithm (i.e., we obtain a specific binary for a given program), and might not be subject to the grounding step. To this end, we identify a condition that allows the compilation of a sub-program, and present the related partial compilation technique. Importantly, we have implemented the new approach on top of a well-known ASP solver and conducted an experimental analysis on publicly-available benchmarks. Results show that our compilation-based approach improves on the state of the art in various scenarios, including cases in which the input program is stratified or the grounding blow-up makes the evaluation unpractical with traditional ASP systems.
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ISSN:1471-0684
1475-3081
DOI:10.1017/S1471068419000231