000 02618nam a22003257a 4500
003 OSt
005 20260930100401.0
008 260930b |||||||| |||| 00| 0 eng d
020 _a9781009284325 [hardbound]
040 _aUniversity of Cebu-Banilad
_cUniversity of Cebu-Banilad
100 _aKhemani, Deepak,
_eauthor.
245 _aSearch methods in artificial intelligence /
_cDeepak Khemano.
260 _aUnited Kingdom :
_bCambridge University Press,
_cc2024.
300 _axiii, 473 pages :
_billustrations (black & white) ;
_c24.3 cm.
336 _2rdacontent
_atext
337 _2rdamedia
_aunmediated
338 _2rdacarrier
_avolume
504 _aIncludes bibliographical references, index.
505 _aContents: Preface — Acknowledgements — 1. Introduction — 2. Search spaces — 3. Blind search — 4. Heuristic search — 5. Sochastic local search — 6. Algorithm A* and variations — 7. Problem decomposition — 8. Chess and other games — 9. Automated planning — 10. Deduction as search — 11. Search in machine learning by Sutanu Chakraborti — 12. Constraint satisfaction — Appendix: Algorithm and pseudocode conventions by S. Baskaran — References — Index.
520 _a"This book is designed to provide in-depth knowledge on how search plays a fundamental role in problem solving. Meant for undergraduate and graduate students pursuing courses in computer science and artificial intelligence, it covers a wide spectrum of search methods. Readers will be able to begin with simple approaches and gradually progress to more complex algorithms applied to a variety of problems. It demonstrates that search is all pervasive in artificial intelligence and equips the reader with the relevant skills. The text starts with an introduction to intelligent agents and search spaces. Basic search algorithms like depth first search and breadth first search are the starting points. Then, it proceeds to discuss heuristic search algorithms, stochastic local search, algorithm A*, and problem decomposition. It also examines how search is used in playing board games, deduction in logic and automated planning. The book concludes with a coverage on constraint satisfaction." —Provided by the publisher
521 _aAdult
541 _aPurchased
_xOrtega, Eric
_yCollege of Computer Studies
_zComputer Science
546 _aText in English
650 _aSearch theory
_xData processing.
650 _aArtificial intelligence
_xMethodology.
650 _aHeuristic programming.
942 _2ddc
_cSR
998 _cGian [new]
_d09/30/2026
999 _c15701
_d15701