000			03289nam a22004455i 4500
001			u373685
003			SIRSI
005			20160812084158.0
007			cr nn 008mamaa
008			100301s2010 gw | s |||| 0|eng d
020			_a9783642047398 _9978-3-642-04739-8
040			_cMX-MeUAM
050		4	_aQ342
082	0	4	_a006.3 _223
100	1		_aChen, Yuehui. _eauthor.
245	1	0	_aTree-Structure based Hybrid Computational Intelligence _h[recurso electrónico] : _bTheoretical Foundations and Applications / _cby Yuehui Chen, Ajith Abraham.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2010.
300			_aXIV, 206 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aIntelligent Systems Reference Library, _x1868-4394 ; _v2
505	0		_aFoundations of Computational Intelligence -- Foundations of Computational Intelligence -- Flexible Neural Trees -- Flexible Neural Tree: Foundations and Applications -- Hierarchical Neural Networks -- Hierarchical Neural Networks -- Hierarchical Fuzzy Systems -- Hierarchical Fuzzy Systems -- Reverse Engineering of Dynamical Systems -- Reverse Engineering of Dynamic Systems -- Conclusions and Future Research -- Concluding Remarks and Further Research.
520			_aResearch in computational intelligence is directed toward building thinking machines and improving our understanding of intelligence. As evident, the ultimate achievement in this field would be to mimic or exceed human cognitive capabilities including reasoning, recognition, creativity, emotions, understanding, learning and so on. In this book, the authors illustrate an hybrid computational intelligence framework and it applications for various problem solving tasks. Based on tree-structure based encoding and the specific function operators, the models can be flexibly constructed and evolved by using simple computational intelligence techniques. The main idea behind this model is the flexible neural tree, which is very adaptive, accurate and efficient. Based on the pre-defined instruction/operator sets, a flexible neural tree model can be created and evolved. This volume comprises of 6 chapters including an introductory chapter giving the fundamental definitions and the last Chapter provides some important research challenges. Academics, scientists as well as engineers engaged in research, development and application of computational intelligence techniques and data mining will find the comprehensive coverage of this book invaluable.
650		0	_aEngineering.
650		0	_aArtificial intelligence.
650	1	4	_aEngineering.
650	2	4	_aComputational Intelligence.
650	2	4	_aArtificial Intelligence (incl. Robotics).
700	1		_aAbraham, Ajith. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642047381
830		0	_aIntelligent Systems Reference Library, _x1868-4394 ; _v2
856	4	0	_zLibro electrónico _uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-3-642-04739-8
596			_a19
942			_cLIBRO_ELEC
999			_c201565 _d201565