Artificial Intelligence: A New Synthesis (Record no. 297267)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01834nam a22001577a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9788181471901 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | NIL.A |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Nilsson, Nils J |
| 245 ## - TITLE STATEMENT | |
| Title | Artificial Intelligence: A New Synthesis |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Haryanan |
| Name of publisher, distributor, etc. | Elsevier |
| Date of publication, distribution, etc. | 2000 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxi, 513 pages : illustrations ; 24 cm |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | I. Reactive Machines. Stimulus-Response Agents. Neural Networks. Machine Evolution. State Machines. Robot Vision -- II. Search in State Spaces. Agents That Plan. Uninformed Search. Heuristic Search. Planning, Acting, and Learning. Alternative Search Formulations and Applications. Adversarial Search -- III. Knowledge Representation and Reasoning. The Propositional Calculus. Resolution in the Propositional Calculus. The Predicate Calculus. Resolution in the Predicate Calculus. Knowledge-Based Systems. Representing Commonsense Knowledge. Reasoning with Uncertain Information. Learning and Acting with Bayes Nets -- IV. Planning Methods Based on Logic. The Situation Calculus. Planning -- V. Communication and Integration. Multiple Agents. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Intelligent agents are employed as the central characters in this introductory text. Beginning with elementary reactive agents, Nilsson gradually increases their cognitive horsepower to illustrate the most important and lasting ideas in AI. Neural networks, genetic programming, computer vision, heuristic search, knowledge representation and reasoning, Bayes networks, planning, and language understanding are each revealed through the growing capabilities of these agents. A distinguishing feature of this text is in its evolutionary approach to the study of AI. This book provides a refreshing and motivating synthesis of the field by one of AI's master expositors and leading researches. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dept. of Computational Biology and Bioinformatics | Dept. of Computational Biology and Bioinformatics | Processing Center | 22/10/2019 | 006.3 NIL.A | DCB3780 | 22/10/2019 | 22/10/2019 | Book |