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020 _a0123725127
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020 _a9780080919737
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020 _a0080919731
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020 _z0123725127
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037 _a9780080919737
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050 4 _aQA76.9.A43
_bE34 2012
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082 0 4 _a005.1/1
_222
049 _aMAIN
100 1 _aEdelkamp, Stefan.
_922211
245 1 0 _aHeuristic search :
_btheory and applications /
_cStefan Edelkamp, Stefan Schrödl.
260 _aAmsterdam ;
_aBoston :
_bElsevier/Morgan Kaufmann,
_c©2012.
300 _a1 online resource (xxiv, 836 pages) :
_billustrations
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
520 _aSearch has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed. Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us. Provides real-world success stories and case studies for heuristic search algorithms. Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units.
505 0 _aHeuristic search primer. Introduction -- Basic search algorithms -- Dictionary data structures -- Automatically created heuristics -- Heuristic search under memory constraints. Linear-space search -- Memory-restricted search -- Symbolic search -- External search -- Heuristic search under time constraints. Distributed search -- State space pruning -- Real-time search -- Heuristic search variants. Adversary search -- Constraint search -- Selective search -- Heurstic search applications. Action planning -- Automated system verification -- Vehicle navigation -- Computational biology -- Robotics.
504 _aIncludes bibliographical references and index.
588 0 _aPrint version record.
546 _aEnglish.
590 _aAdded to collection customer.56279.3
650 0 _aHeuristic algorithms.
_9167052
650 6 _aAlgorithmes heuristiques.
_9998524
650 7 _aCOMPUTERS
_xProgramming
_xOpen Source.
_2bisacsh
_94346
650 7 _aCOMPUTERS
_xSoftware Development & Engineering
_xTools.
_2bisacsh
_94348
650 7 _aCOMPUTERS
_xSoftware Development & Engineering
_xGeneral.
_2bisacsh
_94347
650 7 _aHeuristic algorithms
_2fast
_9167052
700 1 _aSchrödl, Stefan.
_9167053
776 0 8 _iPrint version:
_aEdelkamp, Stefan.
_tHeuristic search.
_dWaltham, MA : Morgan Kaufmann/Elsevier, ©2012
_z9780123725127
_w(DLC) 2011005844
_w(OCoLC)707022985
856 4 0 _3EBSCOhost
_uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=369933
938 _aInternet Archive
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_nheuristicsearcht0000edel
938 _aCoutts Information Services
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_n18016200
938 _aProQuest Ebook Central
_bEBLB
_nEBL713615
938 _aebrary
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938 _aEBSCOhost
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938 _aYBP Library Services
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