MARC record from Internet Archive

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001 ocm52610773
003 OCoLC
005 20200724005324.0
008 030715s2002 caua ob 001 0 eng d
006 m o d
007 cr cn|||||||||
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020 $a0585456615$q(electronic bk.)
020 $a9780585456614$q(electronic bk.)
020 $a9781558607835
020 $a1558607838
020 $a9780080500188
020 $a0080500188
035 $a(OCoLC)52610773$z(OCoLC)162596266$z(OCoLC)268792853$z(OCoLC)297436438$z(OCoLC)506925223$z(OCoLC)606614188$z(OCoLC)961623997$z(OCoLC)962630429$z(OCoLC)974199617$z(OCoLC)1032364582$z(OCoLC)1032605393$z(OCoLC)1035707011$z(OCoLC)1047921228$z(OCoLC)1053036223$z(OCoLC)1086533499$z(OCoLC)1108909783
037 $a97075:97075$bElsevier Science & Technology$nhttp://www.sciencedirect.com
042 $adlr
050 4 $aQ335$b.F595 2002eb
072 7 $aCOM$x005030$2bisacsh
072 7 $aCOM$x004000$2bisacsh
082 04 $a006.3$221
100 1 $aFogel, David B.
245 10 $aBlondie24 :$bplaying at the edge of AI /$cDavid B. Fogel.
246 3 $aBlondie twenty-four
246 30 $aPlaying at the edge of AI
260 $aSan Francisco :$bMorgan Kaufmann Publishers,$c©2002.
300 $a1 online resource (xvi, 404 pages) :$billustrations.
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aEvolutionary Computation Ser.
504 $aIncludes bibliographical references and index.
505 0 $aAcknowledgments -- Introduction -- I : Setting the stage -- Intelligent machines : imitating life ; Deep Blue : a triumph for AI? ; Building an artificial brain ; Evolutionary computation : putting nature to work ; Blue Hawaii : a natural selection ; Checkers ; Chinook : the man-machine checkers champion ; Samuel's learning machine ; Samuel-Newell challenge -- II : Making of Blondie -- Evolving in the checkers environment ; In the zone ; Repeat performance ; New dimension ; Letting the genie out of the bottle ; Blondie24 -- Epilogue : Future of artificial intelligence -- Your honor, I object!
588 0 $aPrint version record.
506 $3Use copy$fRestrictions unspecified$2star$5MiAaHDL
520 $aBlondie24 tells the story of a computer that taught itself to play checkers far better than its creators ever could by using a program that emulated the basic principles of Darwinian evolution--random variation and natural selection-- to discover on its own how to excel at the game. Unlike Deep Blue, the celebrated chess machine that beat Garry Kasparov, the former world champion chess player, this evolutionary program didn't have access to strategies employed by human grand masters, or to databases of moves for the endgame moves, or to other human expertise about the game of chekers. With only the most rudimentary information programmed into its "brain," Blondie24 (the program's Internet username) created its own means of evaluating the complex, changing patterns of pieces that make up a checkers game by evolving artificial neural networks---mathematical models that loosely describe how a brain works. It's fitting that Blondie24 should appear in 2001, the year when we remember Arthur C. Clarke's prediction that one day we would succeed in creating a thinking machine. In this compelling narrative, David Fogel, author and co-creator of Blondie24, describes in convincing detail how evolutionary computation may help to bring us closer to Clarke's vision of HAL. Along the way, he gives readers an inside look into the fascinating history of AI and poses provocative questions about its future. * Brings one of the most exciting areas of AI research to life by following the story of Blondie24's development in the lab through her evolution into an expert-rated checkers player, based on her impressive success in Internet competition. * Explains the foundations of evolutionary computation, simply and clearly. * Presents complex material in an engaging style for readers with no background in computer science or artificial intelligence. * Examines foundational issues surrounding the creation of a thinking machine. * Debates whether the famous Turing Test really tests for intelligence. * Challenges deeply entrenched myths about the successes and implication of some well-known AI experiments * Shows Blondie's moves with checkerboard diagrams that readers can easily follow.
533 $aElectronic reproduction.$b[Place of publication not identified] :$cHathiTrust Digital Library,$d2010.$5MiAaHDL
538 $aMaster and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.$uhttp://purl.oclc.org/DLF/benchrepro0212$5MiAaHDL
583 1 $adigitized$c2010$hHathiTrust Digital Library$lcommitted to preserve$2pda$5MiAaHDL
650 0 $aArtificial intelligence.
650 0 $aMachine learning.
650 0 $aEvolutionary computation.
650 0 $aComputer checkers.
650 7 $aCOMPUTERS$xEnterprise Applications$xBusiness Intelligence Tools.$2bisacsh
650 7 $aCOMPUTERS$xIntelligence (AI) & Semantics.$2bisacsh
650 7 $aArtificial intelligence.$2fast$0(OCoLC)fst00817247
650 7 $aComputer checkers.$2fast$0(OCoLC)fst00872051
650 7 $aEvolutionary computation.$2fast$0(OCoLC)fst00917338
650 7 $aMachine learning.$2fast$0(OCoLC)fst01004795
650 7 $aCerveaux électroniques.$2ram
650 7 $aMachines intelligentes.$2ram
650 7 $aIntelligence artificielle.$2ram
655 4 $aElectronic books.
655 0 $aElectronic books.
776 08 $iPrint version:$aFogel, David B.$tBlondie24.$dSan Francisco : Morgan Kaufmann Publishers, ©2002$z1558607838$w(DLC) 2001094348$w(OCoLC)48549736
830 0 $aEvolutionary Computation Ser.
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856 41 $3Table of contents$uhttp://catdir.loc.gov/catdir/toc/els031/2001094348.html
856 42 $3Publisher description$uhttp://catdir.loc.gov/catdir/description/els031/2001094348.html
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