000 02940nam a22005535i 4500
001 978-3-540-37418-3
003 DE-He213
005 20170628034538.0
007 cr nn 008mamaa
008 100301s2007 gw | s |||| 0|eng d
020 _a9783540374183
_9978-3-540-37418-3
024 7 _a10.1007/978-3-540-37418-3
_2doi
050 4 _aTA329-348
050 4 _aTA640-643
072 7 _aTBJ
_2bicssc
072 7 _aMAT003000
_2bisacsh
082 0 4 _a519
_223
100 1 _aKhare, Mukesh.
_eauthor.
245 1 0 _aArtificial Neural Networks in Vehicular Pollution Modelling
_h[electronic resource] /
_cby Mukesh Khare, S. M. Shiva Nagendra.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2007.
300 _aXVI, 242 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v41
505 0 _aVehicular Pollution -- Artificial Neutral Networks -- Vehicular Pollution Modelling–Conventional Aproach -- Vehicular Pollution Modelling -ANN Aproach -- Aplication of ANN based Vehicular Pollution Models -- Epilogue.
520 _aArtificial neural networks (ANNs), which are parallel computational models, comprising of interconnected adaptive processing units (neurons) have the capability to predict accurately the dispersive behavior of vehicular pollutants under complex environmental conditions. This book aims at describing step-by-step procedure for formulation and development of ANN based VP models considering meteorological and traffic parameters. The model predictions are compared with existing line source deterministic/statistical based models to establish the efficacy of the ANN technique in explaining frequent dispersion complexities in urban areas. The book is very useful for hardcore professionals and researchers working in problems associated with urban air pollution management and control.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aMathematics.
650 0 _aEngineering mathematics.
650 0 _aEnvironmental protection.
650 1 4 _aEngineering.
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aAutomotive Engineering.
650 2 4 _aAtmospheric Protection/Air Quality Control/Air Pollution.
650 2 4 _aApplications of Mathematics.
650 2 4 _aComputational Intelligence.
700 1 _aNagendra, S. M. Shiva.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540374176
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v41
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-540-37418-3
912 _aZDB-2-ENG
999 _c20375
_d20375