CE-256: Soft Computing in Water Resources

 

 

Some links listed here are in PDF   files. You can get free Adobe Acrobat (TM) Reader here.


Note: Links to Lecture Notes and Handouts will be activitaed during the semester as the course work progresses



 

 


Ø      Temporal Disaggregation of Rainfall Data using Artificial Neural Networks PDF (50 KB)

Ø      Strengths and Weekness of ANN and its Potential Applications in Hydrology PDF (170 KB)

Ø      Application of Genetic Algorithms for Optimal Reservoir Operation PDF (248 KB)

 

  • Lecture Handouts (PPTs in PDF)

Ø      Introduction to Artificial Intelligence Color (278 KB) Black and white (280 KB)

Ø      Introduction to Semantic Nets Color (235 KB) Black and white (237 KB)

Ø      Expert Systems Color (284 KB) Black and white (287 KB)

Ø      Expert Systems Applications Color (247 KB) Black and white (250 KB)

Ø      Artificial Neural Networks - Introduction Color (315 KB) Black and white (328 KB)

Ø      Artificial Neural Networks - Training Color (455 KB) Black and white (445 KB)

Ø      Temporal Disaggregation of Rainfall Data using ANN Color (212 KB) Black and white (251 KB)

Ø      Modular Neural Networks Color (267 KB) Black and white (237 KB)

Ø      Artificial Neural Networks - Strenghts-n-Weakenesses Color (225 KB) Black and white (227 KB)

Ø      Genetic Algorithms - Introduction Color (315 KB) Black and white (326 KB)

Ø      Genetic Algorithms - Examples Color (281 KB) Black and white (281 KB)

Ø      Genetic Algorithms for Constrained Optimization Color (298 KB) Black and white (292 KB)

Ø      Introduction to Fuzzy Logic Systems Color (210 KB) Black and white (210 KB)

Ø      Fuzzy Set Theory Color (430 KB) Black and white (430 KB)

Ø      Fuzzy Linear Programming Color (220 KB) Black and white (185 KB)

Ø      Multi Objective Optimization Using Fuzzy Linear Programming Color (245 KB) Black and white (238 KB)

 

  • Additional Information

Ø      Brief help on CLIPS PDF (102 KB)

Ø      Expert Systems - Example PDF (115 KB)

Ø      Introduction to Induction Systems - ID3 PDF (93 KB)

Ø      Introduction to Induction Systems - ID3 - Example PDF (173 KB)

Ø      ANN Concepts (ASCE) PDF (95 KB)

Ø      ANN Applications in Hydrology (ASCE) PDF (184 KB)

Ø      Prediction of Watershed Runoff using Bayesian Concepts and Modular Neural Networks (WRR) PDF (180 KB)

Ø      WinNN Software in a ZIP file ZIP (1.1 MB)

Ø      Genetic Algorithms code in C in a ZIP file (Deb, 1995) ZIP (43 KB)

Ø      Application of Genetic Algorithms for Optimal Reservoir Operation (Nagesh, 2000) Article (PDF 71 kb)

Ø      RANFUW - Ranking alternatives with Fuzzy weights (Nagesh, 1999) Article (PDF 188 kb)

Ø      Ranking multi criterion river basin planning alternatives using RANFUW (Nagesh, 1998) Article (PDF 210 kb)

 


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