M Tech (Computer Science and Applications):Soft Computing and Applications

Thapar University
In Patiala

Price on request
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Important information

Typology Master
Location Patiala
  • Master
  • Patiala


Where and when

Starts Location
On request
Thapar University P.O Box 32, 147004, Punjab, India
See map
Starts On request
Thapar University P.O Box 32, 147004, Punjab, India
See map

Course programme

Introduction of Soft Computing: Introduction to soft computing techniques, Basic concepts of fuzzy logic, Artificial neural networks, Genetic algorithm and probabilistic reasoning, Application areas of soft computing techniques.
Fuzzy Systems: Definition and basic operations on fuzzy sets, Membership functions, Fuzzy Petri Net(FPN), Forward and backward reasoning in FPN, Fuzzy sets applications: Approximation reasoning, Fuzzy controllers and cluster Analysis.

Neural Networks: Mathematical essence and structures of artificial neural networks, Learning performance and enhancement, Basis function networks, Self-Organizing maps, Application in forecasting and classification, Basic structure of Fuzzy Neural Networks.
Genetic Algorithms: Introduction of Genetic Algorithms, Mathematical Foundations of Genetic Algorithms, Implementation of Genetic Algorithms, Applications of Genetic Applications

Laboratory Work: The laboratory work will be based on implementation of Algorithms for Fuzzy Sets, Neural Networks and Genetic Algorithms.

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