Logical foundations of artificial intelligence

Caractéristiques

Auteur:  Michael R. Genesereth, Nils J. Nilsson

Éditeur:  Morgan Kaufmann Publishers

Lieu d'impression:  États-Unis

Année de publication:  1988

Intended both as a text for advanced undergraduates and graduate students, and as a key reference work for AI researchers and developers, Logical Foundations of Artificial Intelligence is a lucid, rigorous, and comprehensive account of the fundamentals of artificial intelligence from the standpoint of logic.

The first section of the book introduces the logicist approach to AI--discussing the representation of declarative knowledge and featuring an introduction to the process of conceptualization, the syntax and semantics of predicate calculus, and the basics of other declarative representations such as frames and semantic nets. This section also provides a simple but powerful inference procedure, resolution, and shows how it can be used in a reasoning system.

The next several chapters discuss nonmonotonic reasoning, induction, and reasoning under uncertainty, broadening the logical approach to deal with the inadequacies of strict logical deduction. The third section introduces modal operators that facilitate representing and reasoning about knowledge. This section also develops the process of writing predicate calculus sentences to the metalevel--to permit sentences about sentences and about reasoning processes. The final three chapters discuss the representation of knowledge about states and actions, planning, and intelligent system architecture.

End-of-chapter bibliographic and historical comments provide background and point to other works of interest and research. Each chapter also contains numerous student exercises (with solutions provided in an appendix) to reinforce concepts and challenge the learner. A bibliography and index complete this comprehensive work.

État du produit:
Spécimen en bon état. Jaquette avec jaunissement, taches de poussière, déchirures et usure sur les bords et les coins. Pages jaunies sur les bords. Texte en anglais. Texte en anglais. Livre en bon état.

Code ISBN:  0934613311

EAN:  9780934613316

Pages:  XVIII,405

Format:  Couverture rigide avec jaquette

Dimensions (cm):
Hauteur:  24
Largeur:  18

Description

Texte en anglais. Texte en anglais. Université de Stanford.

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