Soft Computing: Neuro-Fuzzy and Genetic Algorithms

Title: Soft Computing: Neuro-Fuzzy and Genetic Algorithms
by: Samir Roy
Print length 页数: 608 pages
Edition 版本: 1
Language 语言: English
Publisher finelybook 出版社: Pearson
Publication Date 出版日期: 2013-06-03
ISBN-10: 8131792463
ISBN-13: 9788131792469
Book Description
Soft computing is a branch of computer science that deals with a family of methods that imitate human intelligence. This is done with the goal of creating tools that will contain some human-like capabilities (such as learning,reasoning and decision-making).
This book covers the entire gamut of soft computing,including fuzzy logic,rough sets,artificial neural networks,and various evolutionary algorithms. It offers a learner-centric approach where each new concept is introduced with carefully designed examples/instances to train the learner