000 03282nam a22004575i 4500
001 978-3-642-04739-8
003 DE-He213
005 20140220084527.0
007 cr nn 008mamaa
008 100301s2010 gw | s |||| 0|eng d
020 _a9783642047398
_9978-3-642-04739-8
024 7 _a10.1007/978-3-642-04739-8
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aChen, Yuehui.
_eauthor.
245 1 0 _aTree-Structure based Hybrid Computational Intelligence
_h[electronic resource] :
_bTheoretical Foundations and Applications /
_cby Yuehui Chen, Ajith Abraham.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2010.
300 _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 _uhttp://dx.doi.org/10.1007/978-3-642-04739-8
912 _aZDB-2-ENG
999 _c111636
_d111636