Fixpoint semantics for logic programming a survey
The variety of semantical approaches that have been invented for logic programs is quite broad, drawing on classical and many-valued logic, lattice theory, game theory, and topology. One source of this richness is the inherent non-monotonicity of its negation, something that does not have close para...
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| Published in: | Theoretical computer science Vol. 278; no. 1; pp. 25 - 51 |
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| Language: | English |
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| Abstract | The variety of semantical approaches that have been invented for logic programs is quite broad, drawing on classical and many-valued logic, lattice theory, game theory, and topology. One source of this richness is the inherent non-monotonicity of its negation, something that does not have close parallels with the machinery of other programming paradigms. Nonetheless, much of the work on logic programming semantics seems to exist side by side with similar work done for imperative and functional programming, with relatively minimal contact between communities. In this paper we summarize one variety of approaches to the semantics of logic programs: that based on fixpoint theory. We do not attempt to cover much beyond this single area, which is already remarkably fruitful. We hope readers will see parallels with, and the divergences from the better known fixpoint treatments developed for other programming methodologies. |
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| AbstractList | The variety of semantical approaches that have been invented for logic programs is quite broad, drawing on classical and many-valued logic, lattice theory, game theory, and topology. One source of this richness is the inherent non-monotonicity of its negation, something that does not have close parallels with the machinery of other programming paradigms. Nonetheless, much of the work on logic programming semantics seems to exist side by side with similar work done for imperative and functional programming, with relatively minimal contact between communities. In this paper we summarize one variety of approaches to the semantics of logic programs: that based on fixpoint theory. We do not attempt to cover much beyond this single area, which is already remarkably fruitful. We hope readers will see parallels with, and the divergences from the better known fixpoint treatments developed for other programming methodologies. The variety of semantical approaches that have been invented for logic programs is quite broad, drawing on classical and many-valued logic, lattice theory, game theory, and topology. One source of this richness is the inherent non-monotonicity of its negation, something that does not have close parallels with the machinery of other programming paradigms. Nonetheless, much of the work on logic programming semantics seems to exist side by side with similar work done for imperative and functional programming, with relatively minimal contact between communities. In this paper we summarize one variety of approaches to the semantics of logic programs: that based on fixpoint theory. We do not attempt to cover much beyond this single area, which is already remarkably fruitful. We hope readers will see parallels with, and the divergences from the better known fixpoint treatments developed for other programming methodologies. copyright 2002 Elsevier Science B.V. All rights reserved. |
| Author | Fitting, Melvin |
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| Keywords | Fix point Stability Semantics Belnap logic Valuation Apt-van Emden Kowalski semantics Models Logical programming Syntax Stable model semantics Lattice |
| Language | English |
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| References | Fitting (BIB11) 1987; 48 M. Gelfond, V. Lifschitz, The stable model semantics for logic programming, in: R. Kowalski, K. Bowen (Eds.), Proc. of the 5th Logic Programming Symp., MIT Press, Cambridge, MA, 1988, pp. 1070–1080. Fitting (BIB10) 1985; 2 L. Giordano, N. Olivetti, Negation as failure in intuitionistic logic programming, Logic Programming, Proc. Joint Internat. Conf. and Symp. MIT Press, Cambridge, MA, 1992, pp. 430–445. M.A. Khamsi, V. Kreinovich, D. Misane, A new method of proving the existence of answer sets for disjunctive logic programs: a metric fixed point theorem for multi-valued mappings, J. Logic Programming, forthcoming. Fine (BIB9) 1989 Smullyan (BIB38) 1956; 62 Van Gelder, Ross, Schlipf (BIB44) 1991; 38 A. Van Gelder, K.A. Ross, J.S. Schlipf, Unfounded sets and well-founded semantics for general logic programs, Proc. 7th Symp. on Principles of Database Systems, 1988, pp. 221–230. K.L. Clark, Negation as failure. In Logic and Databases, H. 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