도서 정보
도서 상세설명
Ch. 1 Introduction to Intelligent Systems
Ch. 2 First Steps in IS: Representation, Ontologies, and Obtaining Expertise
Ch. 3 Search and Computational Complexity in IS
Ch. 4 Constraint Satisfaction Problems, Part 1
Ch. 5 CSPs, Part 2: Structural Approaches Leading to Natural Language (NL) Understanding and Related Topics
Ch. 6 From Logic-Based Chaining to Production Systems
Ch. 7 The C Language Integrated Production System (CLIPS)
Ch. 8 Extended and Structured Production System Representation and Manipulation Approaches, Including Agents
Ch. 9 Soar
Ch. 10 Representing and Manipulating Uncertainty in IS, Part 1: Confidence Factors, Probability, Belief Networks and Multivalued Logic
Ch. 11 Representing and Manipulating Uncertainty in IS, Part 2: Fuzzy Systems and FuzzyCLIPS
Ch. 12 Planning in IS
Ch. 13 Biologically-Inspired Computing and IS: Neural Networks (Part 1)
Ch. 14 Neural Networks (Part 2): Recurrent Networks and IS Applications
Ch. 15 Neural Networks (Part 3): Self-Organizing Systems
Ch. 16 Learning in IS
Ch. 17 Genetic Algorithms, Swarm Intelligence and Other Evolutionary Computing Concepts in IS
A Fundamentals of Discrete Mathematics
B Fundamentals of Prolog
C Fundamentals of Linear Algebra
D Fundamentals of Lisp
Bibliography
Index