Mathematical Aspects of Logic Programming Semantics

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A01=Anthony Seda
A01=Pascal Hitzler
advanced mathematical methods
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artificial intelligence
artificial neural networks
Author_Anthony Seda
Author_Pascal Hitzler
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Banach Contraction Mapping Theorem
Banach Theorem
Basic Open Sets
Binary Threshold Units
Bottom Element
Category1=Non-Fiction
Category=GPF
Category=THR
Category=TJFM
Category=TQ
Category=UMZ
Category=UY
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Cauchy Sequence
Cellular Automata
Complete Lattice
Complete Partial Order
computational logic
Convergence Class
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Denotational Semantics
Domain theory
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Fixed Point
Fixed Point Theorem
Fixed-point theory
generalised metric spaces
generalized distance functions
Hasse Diagram
knowledge representation
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logic programming
Logic programming languages
logic programs
Logic programs semantic analysis
mathematical analysis
model semantics
multivalued mappings
neural network integration in logic programming
neural-symbolic integration
neural-symbolic systems
nonmonotonic reasoning
Ontology Language
order theory
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Scott topology
semantic analysis
semantics of computing
softlaunch
Spherically Complete
Totally Bounded
Transfinite Induction
Ultra-metric Space
Ultrametric Space
Web Ontology Language Owl

Product details

  • ISBN 9781439829615
  • Weight: 566g
  • Dimensions: 156 x 234mm
  • Publication Date: 22 Nov 2010
  • Publisher: Taylor & Francis Inc
  • Publication City/Country: US
  • Product Form: Hardback
  • Language: English
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Covering the authors’ own state-of-the-art research results, Mathematical Aspects of Logic Programming Semantics presents a rigorous, modern account of the mathematical methods and tools required for the semantic analysis of logic programs. It significantly extends the tools and methods from traditional order theory to include nonconventional methods from mathematical analysis that depend on topology, domain theory, generalized distance functions, and associated fixed-point theory.

The book covers topics spanning the period from the early days of logic programming to current times. It discusses applications to computational logic and potential applications to the integration of models of computation, knowledge representation and reasoning, and the Semantic Web. The authors develop well-known and important semantics in logic programming from a unified point of view using both order theory and new, nontraditional methods. They closely examine the interrelationships between various semantics as well as the integration of logic programming and connectionist systems/neural networks.

For readers interested in the interface between mathematics and computer science, this book offers a detailed development of the mathematical techniques necessary for studying the semantics of logic programs. It illustrates the main semantics of logic programs and applies the methods in the context of neural-symbolic integration.

Pascal Hitzler is an assistant professor in the Kno.e.sis Center for Knowledge-Enabled Computing, which is an Ohio Center of Excellence at Wright State University. Dr. Hitzler is editor-in-chief of the journal Semantic Web — Interoperability, Usability, Applicability and co-author of the textbook Foundations of Semantic Web Technologies (CRC Press, August 2009). His research interests encompass the Semantic Web, neural-symbolic integration, knowledge representation and reasoning, denotational semantics, and set-theoretic topology.

Anthony Seda is a senior lecturer in the Department of Mathematics and co-founder of the Boole Centre for Research in Informatics at University College Cork. Dr. Seda is an editorial board member of Information and the International Journal of Advanced Intelligence. His research interests include measure theory, functional analysis, topology, fixed-point theory, denotational semantics, and the semantics of logic programs.

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