WR 809

Course Name: 

Soft Computing in Civil Engineering

Programme: 

M.Tech(WREM)

Category: 

Elective Courses (Ele)

Credits (L-T-P): 

3(3-0-0)

Content: 

  • Fuzzy logic-Classical sets and fuzzy sets, fuzzy sets operations, fuzzy relations, Membership functions, de- fuzzification, fuzzy rule based systems, Applications.
  • Artificial neural network-Model of a neuron, learning rules, activation functions, single layer perceptron networks, multilayer feed forward networks, back-propagation algorithm, Hopfield networks, Applications.
  • Genetic algorithm-Fitness function, genetic algorithm operators- reproduction, crossover, mutation, schemata and schema theorem, Applications.

References: 

Ross T.J., Fuzzy logic with engineering applications-McGraw Hill, 1995
Haykin S., Neural networks-a comprehensive foundation-Prentice Hall,2nd edition, 1998.
Goldberg D., Genetic algorithms- Addison-Wesley, 1st edition,1989.

Department: 

Applied Mechanics and Hydraulics
 

Contact us

Mahesha A., Professor and Head

Department of Applied Mechanics and Hydraulics, NITK, Surathkal
P. O. Srinivasnagar, Mangaluru - 575 025
Karnataka, India.

  • Hot line: +91-0824-2474050

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