000 02315nam a22002417a 4500
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008 b2002 |||||||| |||| 00| 0 eng d
020 _a0201648660
040 _aGR-AtMCL
_dGR-AtMCL
_beng
_eAACR2
100 1 _aLuger F. George
_91859
245 1 0 _aArtificial intelligence :
_bstructures and strategies for complex problem solving /
_cGeorge F. Luger.
250 _a4th ed.
260 _aHarlow, England ;
_aNew York :
_bPearson Education,
_c2002.
300 _axxiii, 856 p. :
_bill. ;
_c25 cm.
504 _aIncludes bibliographical references (p. 809-835) and indexes.
520 _aArtificial intelligence (AI) began as the quest to create machines that could think for themselves and (perhaps) out-think humans: the holy grail of computing! Over the years, while still exploring the mechanisms that enable thought, AI has evolved into a more pragmatic discipline. AI uses different strategies to solve the complex practical problems that present themselves wherever computing technology is applied. And intelligence itself is now known to be too complex to be described by any single theory - instead, a constellation of theories characterize the subject from different levels of abstraction. At the lowest levels, neural networks, genetic algorithms and other forms of computation aid understanding of adaptation, perception, embodiment, and interaction with the physical world. On a more abstract level, designers of expert systems, intelligent agents, stochastic models, and natural language understanding programs reflect the role of knowledge and social processes in creating, transmitting and sustaining knowledge. Further, logicians propose deduction, abduction, induction, truth-maintenance, and other models and modes for reasoning. In this fourth edition, George Luger touches on all these levels of structures and strategies for complex problem solving, as well as conveying excitement for the study of intelligence itself. He shows how to use many different software tools and techniques for addressing the complex problems that challenge the modern computer scientist.
650 0 _aArtificial intelligence
_99888
650 0 _aComputing
_99851
650 0 _aProlog (Computer program language)
_99916
942 _cBK
999 _c9855
_d9855