Prof. K. K. Sahu

Wonders of Neural Networks

 Mutation in Genetic Algorithm

Soft Computing

This is a course in 7th semester of B. Tech under VSSUT. Mostly it is offered as an elective subject for the students of final year. The subject basically consists of techniques of Soft Computing like:

  • Fuzzy Logic
  • Neural Networks, and
  • Genetic Algorithm.
The students are expect to have a few concrete knowledge w.r.t soft computing, by which the same can handle some of project like:
  • Fuzzy Controller for various electronic apparatus
  • Pattern recognizer using Neural Networks
  • Solutions to Optimization problems using Genetic Algorithm.
There are a handful of books that student can select as their material for the exam. Few out of them are as follow:
  • Text Book :
    Neural Networks, Fuzzy Logic, and Genetic Algorithm ( synthesis and Application) S.Rajasekaran, G.A. Vijayalakshmi Pai, PHI
  • Reference Book :
    1. Neuro Fuzzy and Soft Computing, J. S. R. JANG,C.T. Sun, E. Mitzutani, PHI
The link below contains material relevant to this course. The note is prepared with utmost care by keep in mind the syllabus of the students in final year of B.Tech