Artificial intelligence : (Record no. 56697)

MARC details
000 -LEADER
fixed length control field 04040 a2200241 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210802b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781292153964
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1292153962
050 ## - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q335
Item number .R86 2016
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Russell, Stuart J. (Stuart Jonathan),
245 ## - TITLE STATEMENT
Title Artificial intelligence :
Remainder of title a modern approach /
Statement of responsibility, etc Stuart J. Russell and Peter Norvig
250 ## - EDITION STATEMENT
Edition statement 3rd edition. Global edition
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Pearson Education,
Date of publication, distribution, etc 2016.
Place of publication, distribution, etc Upper Saddle River :
300 ## - PHYSICAL DESCRIPTION
Extent xviii, 1132 pages :
Other physical details illustrations ;
Dimensions 26 cm
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Prentice Hall Series in Artificial Intelligence
500 ## - GENERAL NOTE
General note Previous edition: 2003
500 ## - GENERAL NOTE
General note Includes bibliographical references and index
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Artificial Intelligence: -- Introduction: -- What is AI? - - Foundations of artificial intelligence -- History of artificial intelligence -- State of the art -- Summary, bibliographical and historical notes, exercises -- Intelligent agents: -- Agents and environments -- Good behavior: concept of rationality -- Nature of environments -- Structure of agents -- Summary, bibliographical and historical notes, exercises -- Problem-Solving: -- Solving problems by searching: -- Problem-solving agents -- Example problems -- Searching for solutions -- Uniformed search strategies -- Informed (heuristic) search strategies -- Heuristic functions -- Summary, bibliographical and historical notes, exercises -- Beyond classical search: -- Local search algorithms and optimization problems -- Local search in continuous spaces -- Searching with nondeterministic actions -- Searching with partial observations -- Online search agents and unknown environments -- Summary, bibliographical and historical notes, exercises -- Adversarial search: -- Games -- Optimal decisions in games -- Alpha-beta pruning -- Imperfect real-time decisions -- Stochastic games -- Partially observable games -- State-of-the-art game programs -- Alternative approaches -- Summary, bibliographical and historical notes, exercises -- Constraint satisfaction problems: -- Defining constraint satisfaction problems -- Constraint propagation: inference in CSPs -- Backtracking search for CSPs -- Local search for CSPs -- Structure of problems -- Summary, bibliographical and historical notes, exercises -- Knowledge, Reasoning, And Planning: -- Logical agents: -- Knowledge-based agents -- Wumpus world -- Logic -- Propositional logic: a very simple logic -- Propositional theorem proving -- Effective propositional model checking -- Agents based on propositional logic -- Summary, bibliographical and historical notes, exercises -- First- order logic: -- Representation revisited -- Syntax and semantics of first-order logic -- Using first-order logic -- Knowledge engineering in first-order logic -- Summary, bibliographical and historical notes, exercises -- Inference in first-order logic: -- Propositional vs first- inorder inference -- Unification and lifting -- Forward chaining -- Backward chaining -- Resolution -- Summary, bibliographical and historical notes, exercises -- Classical planning: -- Definition of classical planning -- Algorithms for planning as state-space search -- Planning graphs -- Other classical planning approaches -- Analysis of planning approaches -- Summary, bibliographical and historical notes, exercises -- Planning and acting in the real world: -- Time, schedules, and resources -- Hierarchical planning -- Planning and acting in nondeterministic domains -- Multiagent planning -- Summary, bibliographical and historical notes, exercises --Knowledge representation: -- Ontological engineering -- Categories and objects -- Events -- Mental events and mental objects -- Reasoning systems for categories -- Reasoning with default information -- Internet shopping world -- Summary, bibliographical and historical notes, exercises
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Artificial intelligence
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Norvig, Peter,
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Item type Book
Source of classification or shelving scheme Library of Congress Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date last borrowed Copy number Price effective from Koha item type
    Library of Congress Classification     Non-fiction Bishop Okullu Memorial Library (Limuru Campus) Bishop Okullu Memorial Library (Limuru Campus) General Circulation 02/08/2021 Donations TBN 5249.60 1 Q335 .R86 2016 066277 29/06/2023 23/06/2023 1 02/08/2021 Book
    Library of Congress Classification     Non-fiction Nairobi Campus Nairobi Campus On Display 02/08/2021 Donations TBN 5249.60 1 Q335 .R86 2016 066278   21/10/2021 2 02/08/2021 Book