Artificial Intelligence: Structures and Strategies for Complex Problem Solving

Artificial Intelligence: Structures and Strategies for Complex Problem Solving

by George F. Luger
     
 

ISBN-10: 0132090015

ISBN-13: 9780132090018

Pub. Date: 08/28/2008

Publisher: Pearson Education

Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one or two semester university course on AI, as well as an invaluable reference for researchers in the field or practitioners wishing to employ the power of current AI techniques in their work.  See more details below

Overview

Artificial Intelligence: Structures and Strategies for Complex Problem Solving is ideal for a one or two semester university course on AI, as well as an invaluable reference for researchers in the field or practitioners wishing to employ the power of current AI techniques in their work.

Product Details

ISBN-13:
9780132090018
Publisher:
Pearson Education
Publication date:
08/28/2008

Table of Contents

Pt. IArtificial intelligence : its roots and scope1
1AI : early history and applications3
Pt. IIArtificial intelligence as representation and search35
2The predicate calculus45
3Structures and strategies for state space search79
4Heuristic search123
5Stochastic methods165
6Building control algorithms for state space search193
Pt. IIIRepresentation and intelligence : the AI challenge223
7Knowledge representation227
8Strong method problem solving277
9Reasoning in uncertain situations333
Pt. IVMachine learning385
10Machine learning : symbol-based387
11Machine learning : connectionist453
12Machine learning : social and emergent507
Pt. VAdvanced topics for AI problem solving545
13Automated reasoning547
14Understanding natural language591
Pt. VILanguages and programming techniques for artificial intelligence635
15An introduction to PROLOG641
16An introduction to LISP723
Pt. VIIEpilogue821
17Artificial intelligence as empirical enquiry823

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