| 000 | 02704cam a22003377a 4500 | ||
|---|---|---|---|
| 001 | 16836524 | ||
| 003 | OSt | ||
| 005 | 20231026061856.0 | ||
| 008 | 110621s2012 enka b 001 0 eng d | ||
| 010 | _a 2011932561 | ||
| 015 |
_aGBB197358 _2bnb |
||
| 016 | 7 |
_a015869749 _2Uk |
|
| 020 | _a9781845646363 (hbk.) | ||
| 020 | _a1845646363 (hbk.) | ||
| 020 | _z9781845646370 (e-ISBN) | ||
| 035 | _a(OCoLC)ocn773025601 | ||
| 040 |
_aBUL _cBUL _dBUL _beng |
||
| 042 | _alccopycat | ||
| 082 | 0 | 4 |
_a627.04 _223 _bTAY |
| 100 | 1 | _aTayfur, G. | |
| 245 | 1 | 0 |
_aSoft computing in water resources engineering : _bartificial neural networks, fuzzy logic and genetic algorithms / _cG. Tayfur. |
| 260 |
_aSouthampton ; _aBoston : _bWIT Press, _cc2012. |
||
| 300 |
_axvii,267 p. : _bill. ; _c25 cm. |
||
| 500 | _aPart 1 Artificial Neural Networks Chapter 1 Introduction to Artificial Neural Networks 1.1 general View 1.2 biological Neuron 1.3 Artificial Neuron 1.4 Artificial neural Network 1.5 ANN Types etc Chapter 2 Artificial Neuron 2.1 Components of Artificial Neuron 2.2 Methods for computing Net Information 2.3 Activation Functions Chapter 3 Network Training 3.1 Pre-Training procedures 3.2 Network Training Chapter 4 Model Testing 4.1 De-standardization of Model output 4.2 Evaluating Model Performance 4.3 Over Training and Cross Training Chapter 5 Model application in Water Resources Engineering 5.1 Prediction 5.2 Classification 5.3 Forecasting Part II Introduction to Fuzzy Logic Algorithm Chapter 6 Introduction to Fuzzy logic Algorithm 6.1 General View 6.2 Basic concept in Fuzzy Logic 6.3 Fuzzy Systems Chapter 7 Fuzzy Membership Functions set operations and Fuzzy Relations 7.1 Fuzzy Membership Functions 7.2 Fuzzy Set Operations 7.3 Fuzzy Relations Chapter 8 Constructing Fuzzy Model 8.1 Fuzzification 8.2 Fuzzy Rule Base 8.3 Fuzzy Inference Engine Chapter 9 Fuzzy model Application in Water Resources 9.1 Introduction 9.2 TSS Prediction 9.3 Sheet Sediment Prediction 9.4 Peak Discharge Prediction etc Part III Genetic Algorithms Chapter 10 Genetic Algorithms 10.1 Introduction 10.2 Basic Units of GA 10.3 GA Operations Chapter 11 Variant of Genetic Algorithm 11.1 Variant of Genetic Algorithms Chapter 12 Genetic Algorithm Model Applications in Water Resources Engineering 12.1 Ga Application Problems | ||
| 504 | _aReferences : p. 259 - 261 . _ Subject index : p. 263 - 267 | ||
| 650 | 0 | _aWater resources development | |
| 650 | 0 | _aSoft computing | |
| 906 |
_a7 _bcbc _ccopycat _d2 _eepcn _f20 _gy-gencatlg |
||
| 942 |
_2ddc _cBOOK-CA _h627.04 _i1 _kTAY _m627.04 TAY |
||
| 999 |
_c591 _d591 |
||