Intelligent systems : principles, paradigms, and pragmatics / by Robert J. Schalkoff

By: Schalkoff, Robert JMaterial type: TextTextPublication details: New Delhi : Jones & Bartlett Learning, 2011cDescription: xxviii, 758 p. : ill. ; 25 cmISBN: 9789380853161 (pbk)Subject(s): Intelligent agents (Computer software)DDC classification: 006.3
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.
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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Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
Books Books Namal Library
Computer Science
006.3 SCH-I 2011 96 (Browse shelf (Opens below)) Available 96
Books Books Namal Library
Computer Science
006.3 SCH-I 2011 3837 (Browse shelf (Opens below)) c.2 Available 0003837
Total holds: 0

Index included

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.

"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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