A Knowledge Compilation Map
نویسندگان
چکیده
منابع مشابه
A Knowledge Compilation Map
We propose a perspective on knowledge compilation which calls for analyzing different compilation approaches according to two key dimensions: the succinctness of the target compilation language, and the class of queries and transformations that the language supports in polytime. We then provide a knowledge compilation map, which analyzes a large number of existing target compilation languages a...
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We extend the knowledge compilation map introduced by Darwiche and Marquis with new propositional fragments obtained by applying closure principles to several fragments studied so far. We investigate two closure principles: disjunction and implicit forgetting (i.e., existential quantification). Each introduced fragment is evaluated w.r.t. several criteria, including the complexity of basic quer...
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The knowledge compilation map introduced by Darwiche and Marquis takes advantage of a number of concepts (mainly queries, transformations, expressiveness, and succinctness) to compare the relative adequacy of representation languages to some AI problems. However, the framework is limited to the comparison of languages that are interpreted in a homogeneous way (formulæ are interpreted as Boolean...
متن کاملA Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams
Valued decision diagrams (VDDs) are data structures that represent functions mapping variable-value assignments to non-negative real numbers. They prove useful to compile cost functions, utility functions, or probability distributions. While the complexity of some queries (notably optimization) and transformations (notably conditioning) on VDD languages has been known for some time, there remai...
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We extend the knowledge compilation map introduced by Darwiche and Marquis with three influential propositional fragments, the Krom CNF one (also known as the bijunctive fragment), the Horn CNF fragment and the affine fragment (also known as the biconditional fragment) as well as seven additional languages based on them, and composed respectively of Krom or Horn CNF formulas, renamable Horn CNF...
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ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2002
ISSN: 1076-9757
DOI: 10.1613/jair.989