Artificial Intelligence - Softcover

Winston

Softcover

ISBN 10: 8131715051 ISBN 13: 9788131715055

Verlag: Pearson India, 1992

Inhaltsangabe

This book explains how it is possible for computers to reason and perceive, thus introducing the field called artificial intelligence. From the book, you learn why the field is important, both as a branch of engineering and as a science. If you are a computer scientist or an engineer, you will enjoy the book, because it provides a cornucopia of new ideas for representing knowledge, using knowledge, and building practical systems. If you are a psychologist, biologist, linguist, or philosopher, you will enjoy the book because it provides an exciting computational perspective on the mystery of intelligence. The Knowledge You Need This completely rewritten and updated edition of Artificial Intelligence reflects the revolutionary progress made since the previous edition was published. Part I is about representing knowledge and about reasoning methods that make use of knowledge. The material covered includes the semantic-net family of representations, describe and match, generate and test, means-ends analysis, problem reduction, basic search, optimal search, adversarial search, rule chaining, the rete algorithm, frame inheritance, topological sorting, constraint propagation, logic, truth maintenance, planning, and cognitive modeling. Part II is about learning , the sine qua non of intelligence. Some methods involve much reasoning; others just extract regularity from data. The material covered includes near-miss analysis, explanation-based learning, knowledge repair, case recording, version-space convergence, identification-tree construction, neural-net training, perceptron convergence, approximation-net construction, and simulated evolution. Part III is about visual perception and language understanding . Contents same as US/UK editions.

Details zur Ausgabe

• Verlag: Pearson India
• Erscheinungsdatum: 1992
• Sprache: Englisch
• ISBN 10: 8131715051
• ISBN 13: 9788131715055
• Einband: Taschenbuch
• Auflage: 3
• Anzahl der Seiten: 750
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Riccardo Bacigalupo; riccardo.bacigalupo@sanoma.it; ; Sanoma Italia Via Arconati, 1 �; Milano; 20135; Italien