Description
Pearson Introduction To Soft Computing: Neuro-Fuzzy And Genetic Algorithms by Samir Roy and Udit Chakraborty
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.
Salient Features
Excellent pedagogy
80 unsolved and 230 solved questions
More than 500 figures
MCQs at the end of every chapter; more than 300 MCQs in total
MATLAB implementation
Summary at the end of every chapter
Case studies to help the students get a practical perspective of the subject.