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020			_a9781119214359 _q(electronic bk.)
020			_a1119214351 _q(electronic bk.)
020			_a9781119214366 _q(electronic bk.)
020			_a111921436X _q(electronic bk.)
020			_a1119214408
020			_a9781119214403 _q(online)
020			_z9781119214342
020			_z1119214343
024	7		_a10.1002/9781119214403 _2doi
035			_a(OCoLC)953694840 _z(OCoLC)954045921 _z(OCoLC)957615443 _z(OCoLC)958350488 _z(OCoLC)959950185 _z(OCoLC)960086720 _z(OCoLC)962392146 _z(OCoLC)963346944
035			_a(OCoLC)ocn953694840
039		9	_a201911051418 _bmurni _y09-18-2019 _zhafiz _wUKM UBCM Wiley MARC (363 titles).mrc _x131
040			_aNST _beng _erda _epn _cNST _dIDEBK _dNST _dEBLCP _dNLE _dYDXCP _dDG1 _dYDX _dOCLCF _dQGK _dDG1 _dOCLCQ _dRECBK
049			_aMAIN
050		4	_aQA76.76.E95 _bK45 2016eb
072		7	_aCOM _x000000 _2bisacsh
082	0	4	_a006.33 _223
100	1		_aKeller, James M., _eauthor.
245	1	0	_aFundamentals of computational intelligence : _bneural networks, fuzzy systems, and evolutionary computation / _cJames M. Keller, Derong Liu, David B. Fogel.
264		1	_aHoboken, New Jersey : _bIEEE Press/Wiley, _c2016.
300			_a1 online resource (xi, 364 pages) : _billustrations.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aIEEE Press series on computational intelligence
504			_aIncludes bibliographical references and index.
505	0	0	_g1 _tIntroduction to Computational Intelligence -- _gPart I _tNeural Networks -- _g2 _tIntroduction and Single-Layer Neural Networks -- _g3 _tMultilayer Neural Networks and Backpropagation -- _g4 _tRadial-Basis Function Networks -- _g5 _tRecurrent Neural Networks -- _gPart II _tFuzzy Set Theory and Fuzzy Logic -- _g6 _tBasic Fuzzy Set Theory -- _g7 _tFuzzy Relations and Fuzzy Logic Inference -- _g8 _tFuzzy Clustering and Classification -- _g9 _tFuzzy Measures and Fuzzy Integrals -- _gPart III _tEvolutionary Computation -- _g10 _tEvolutionary Computation -- _g11 _tEvolutionary Optimization -- _g12 _tEvolutionary Learning and Problem Solving -- _g13 _tCollective Intelligence and Other Extensions of Evolutionary Computation.
520			_aProvides an in-depth and even treatment of the three pillars of computational intelligence and how they relate to one another This book covers the three fundamental topics that form the basis of computational intelligence: neural networks, fuzzy systems, and evolutionary computation. The text focuses on inspiration, design, theory, and practical aspects of implementing procedures to solve real-world problems. While other books in the three fields that comprise computational intelligence are written by specialists in one discipline, this book is co-written by current former Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems, a former Editor-in-Chief of IEEE Transactions on Fuzzy Systems, and the founding Editor-in-Chief of IEEE Transactions on Evolutionary Computation. The coverage across the three topics is both uniform and consistent in style and notation. -Discusses single-layer and multilayer neural networks, radial-basis function networks, and recurrent neural networks -Covers fuzzy set theory, fuzzy relations, fuzzy logic interference, fuzzy clustering and classification, fuzzy measures and fuzzy integrals -Examines evolutionary optimization, evolutionary learning and problem solving, and collective intelligence -Includes end-of-chapter practice problems that will help readers apply methods and techniques to real-world problems Fundamentals of Computational intelligence is written for advanced undergraduates, graduate students, and practitioners in electrical and computer engineering, computer science, and other engineering disciplines.
588	0		_aOnline resource; title from PDF title page (EBSCO, viewed August 12, 2016).
650		0	_aExpert systems (Computer science) _959685
650		7	_aCOMPUTERS _xGeneral. _2bisacsh
650		7	_aExpert systems (Computer science) _2fast _0(OCoLC)fst00918516 _959685
655		4	_aElectronic books.
700	1		_aLiu, Derong, _eauthor.
700	1		_aFogel, David B., _eauthor.
773	0		_tWiley e-books
776	0	8	_iPrint version: _aKeller, James M., _tFundamentals of computational intelligence _z9781119214342 _w(OCoLC)933721973
830		0	_aIEEE series on computational intelligence.
856	4	0	_uhttps://eresourcesptsl.ukm.remotexs.co/user/login?url=https://doi.org/10.1002/9781119214403 _zWiley Online Library
907			_a.b16756265 _b2022-11-01 _c2019-11-12
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998			_ae _b2019-05-09 _cm _dz _feng _gnju _y0 _z.b16756265
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