Soft Computing Applications for Database Technologies: Techniques and Issues

Download or read book Soft Computing Applications for Database Technologies: Techniques and Issues written by Anbumani, K. and published by IGI Global. This book was released on 2010-06-30 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital revolution and the explosive growth of the internet have helped the collection of huge amounts of useful data of diverse characteristics, which is a valuable and intangible asset in any business of today. This book treats the new, emerging discipline of soft computing, which exploits this data through tolerance for imprecision and uncertainty to achieve solutions for complex problems. Soft computing methodologies include fuzzy sets, neural networks, genetic algorithms, Bayesian belief networks and rough sets, which are explored in detail through case studies and in-depth research. The advent of soft computing marks a significant paradigm shift in computing, with a wide range of applications and techniques which are presented and discussed in the chapters of this book.