Items related to Soft Computing
This book starts with an introduction to soft computing, a family consisting of many members, namely Genetic Algorithms (GAs), Fuzzy Logic (FL), Neural Networks (NNs) and others. To realize the need for a non-traditional optimization tool like GA, one chapter is devoted to explain the principle of traditional optimization. The working cycle of a GA is explained in detail. The mechanisms of some specialized GAs are then discussed with appropriate examples. Fuzzy sets are introduced before explaining the principle of fuzzy reasoning and clustering. The fundamentals of NNs are presented, prior to the discussion on various forms of NN. The combined techniques, such as GA-FL, GA-NN, NN-FL and GA-FL-NN are explained in the last three chapters.
"synopsis" may belong to another edition of this title.
About the Author:
D. K. Pratihar.: Department of Mechanical Engineering Indian Institute of Technology Kharagpur, Kharagpur
"About this title" may belong to another edition of this title.
- PublisherAlpha Science International Ltd
- Publication date2008
- ISBN 10 1842654373
- ISBN 13 9781842654378
- BindingHardcover
- Number of pages246
- Rating
(No Available Copies)
Search Books: Create a WantIf you know the book but cannot find it on AbeBooks, we can automatically search for it on your behalf as new inventory is added. If it is added to AbeBooks by one of our member booksellers, we will notify you!
Create a Want