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Intelligent systems : principles, paradigms, and pragmatics

Author: Robert J Schalkoff
Publisher: Sudbury, Mass. : Jones and Bartlett Publishers, ©2011.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"Intelligent Systems: Principles, Paradigms and Pragmatics takes a modern, 21st century approach to the concepts of Artificial Intelligence and includes the latest developments, developmental tools, programming and approaches related to AI."--Jacket.
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Genre/Form: 0 Gesamtdarstellung
Document Type: Book
All Authors / Contributors: Robert J Schalkoff
ISBN: 9780763780173 0763780170
OCLC Number: 406119763
Description: xxviii, 758 pages : illustrations ; 25 cm
Contents: Introduction to intelligent systems --
First steps in IS: representation, ontologies, and obtaining expertise --
Search and computational complexity in IS --
Constraint satisfaction problems, Part 1 --
CSPs, Part 2: Sstructural approaches leading to natural language understanding and related topics --
From logic-based chaining to production systems --
The C language integrated production system (CLIPS) --
Extended production system representation and manipulation approaches, including agents --
Soar --
Representing and manipulating uncertainty in IS, Part1: Confidence factors, probability, belief networks and multivalued logic --
Representing and manipulating uncertainty in IS, Part 2: Fuzzy systems and fuzzyCLIPS --
Planning in IS --
Biologically-inspired computing and IS: neural networks (Part 1) --
Neural networks (Part 2): recurrent networks and IS applications --
Neural networks (Part 3): self-organizing systems --
Learning in IS --
Genetic algorithms, swarm intelligence and other evolutionary computing concepts in IS.
Responsibility: Robert J. Schalkoff.
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Abstract:

"Intelligent Systems: Principles, Paradigms and Pragmatics takes a modern, 21st century approach to the concepts of Artificial Intelligence and includes the latest developments, developmental tools, programming and approaches related to AI."--Jacket.

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