000			03531nam a22004695i 4500
710	2		_aSpringerLink (Online service) _9106996
999			_c110702 _d110702
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003			ES-MaUEC
005			20230102113434.0
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007			cr nn nnnaamaa
008			180922s2019 gw a o |||| 0|eng d
020			_a9783319600000
024	7		_a10.1007/978-3-319-60000-0 _2doi
040			_bspa _dES-MaUEC _cES-MaUEC
050		4	_aTA347.E96 _b2019 EB
100	1		_aLiu, Jingnan, _eautor _9100883 _d1943-
245	1	0	_aEvolutionary Computation and Complex Networks _cby Jing Liu, Hussein A. Abbass, Kay Chen Tan
264		1	_aCham _bSpringer _c2019
300			_a1 recurso en línea (XIX, 148 páginas) _b49 ilustraciones, 29 ilustraciones a color
336			_2rdacontent _aTexto _btxt
337			_2rdamedia _aelectrónico _bc
338			_2rdacarrier _arecurso electrónico _bcr
347			_atext file _bPDF
490	0		_aEngineering (Springer-11647)
505	0		_aPart 1: Background -- Evolutionary Computation -- Complex Networks -- Part 2: Using Complex Networks to Analyze Evolutionary Algorithms -- Evolutionary Dynamics on Complex Networks -- Problem Difficulty Prediction based on Complex Networks -- Network-based Problem Difficulty Prediction Measures -- Part 3: Using Evolutionary Algorithms to Solve Problems in Complex Networks -- Evolutionary Community Detection Algorithms -- Evolving Robust Networks using Evolutionary Algorithms -- Other Optimization Problems in Complex Networks.
520	3		_aThis book introduces the linkage between evolutionary computation and complex networks and the advantages of cross-fertilising ideas from both fields. Instead of introducing each field individually, the authors focus on the research that sits at the interface of both fields. The book is structured to address two questions: (1) how complex networks are used to analyze and improve the performance of evolutionary computation methods? (2) how evolutionary computation methods are used to solve problems in complex networks? The authors interweave complex networks and evolutionary computing, using evolutionary computation to discover community structure, while also using network analysis techniques to analyze the performance of evolutionary algorithms.The book is suitable for both beginners and senior researchers in the fields of evolutionary computation and complex networks. Brings together the fields of evolutionary computation and complex networks, discussing them both qualitatively and quantitatively; Provides novel and efficient computational problem solving techniques that require little computer memory; Provides the pseudo-codes for the computational methods used in the book to enable readers to adopt the codes to their own problems.
650		7	_2embne _aComputación evolutiva _9667195
650		7	_2embne _aAnálisis de sistemas _9138446
653		7	_aComputer science.
653		7	_aComputer software.
653		7	_aTelecommunication.
700	1		_aAbbass, Hussein A. _eautor _936963
700	1		_aTan, Kay Chen. _eautor
776	0	8	_iPrinted edition: _z9783030096496
776	0	8	_iPrinted edition: _z9783319599984
776	0	8	_iPrinted edition: _z9783319599991
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-319-60000-0 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
988			_aPrimersemestre_2019_Engineering
998			_aSI _cm _dz _feng _ggw _h0 _b09/2019 _eu _zSI