Title Statements
- Full title :Advanced artificial intelligence.
Edition Statements
- Publication Date:2011.
Publication Statements
- Publisher(s):World Scientific
- Place of Publication:Singapore
- Language:eng
- Publication Date:2011.
The Physical Object
- Description:613 blz. ; : .. cm.
Edition Identifiers
- ISBN:981429134X, 9789814291347
- oclc:ocn840446536
- Dewey Decimal:006.3
Table of Contents
Machine generated contents note: ch. 1 Introduction -- 1.1.Brief History of AI -- 1.2.Cognitive Issues of AI -- 1.3.Hierarchical Model of Thought -- 1.4.Symbolic Intelligence -- 1.5.Research Approaches of Artificial Intelligence -- 1.6.Automated Reasoning -- 1.7.Machine Learning -- 1.8.Distributed Artificial Intelligence -- 1.9.Artificial Thought Model -- 1.10.Knowledge Based Systems -- Exercises -- ch. 2 Logic Foundation of Artificial Intelligence -- 2.1.Introduction -- 2.2.Logic Programming -- 2.3.Nonmonotonic Logic -- 2.4.Closed World Assumption -- 2.5.Default Logic -- 2.6.Circumscription Logic -- 2.7.Nonmonotonic Logic NML -- 2.8.Autoepistemic Logic -- 2.9.Truth Maintenance System -- 2.10.Situation Calculus -- 2.11.Frame Problem -- 2.12.Dynamic Description Logic -- Exercises -- ch. 3 Constraint Reasoning -- 3.1.Introduction -- 3.2.Backtracking -- 3.3.Constraint Propagation -- 3.4.Constraint Propagation in Tree Search -- 3.5.Intelligent Backtracking and Truth Maintenance -- 3.6.Variable Instantiation Ordering and Assignment Ordering -- 3.7.Local Revision Search -- 3.8.Graph-based Backjumping -- 3.9.Influence-based Backjumping -- 3.10.Constraint Relation Processing -- 3.11.Const…
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