Concepts of Soft Computing Fuzzy and ANN with Programming /

• Main Authors: Chakraverty, Snehashish (Author, http://id.loc.gov/vocabulary/relators/aut), Sahoo, Deepti Moyi (http://id.loc.gov/vocabulary/relators/aut), Mahato, Nisha Rani (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Computer organization.; Artificial intelligence.; Computer Systems Organization and Communication Networks.; Artificial Intelligence.

This book discusses soft computing, which provides an efficient platform to deal with imprecision, uncertainty, vagueness and approximation in order to attain robustness and reliable computing. It explores two major concepts of soft computing: fuzzy set theory and neural networks, which relate to un...

Table of Contents:

• Soft Computing
• Intervals
• Fuzzy Sets
• Fuzzy Numbers
• Fuzzy Relations
• Fuzzy Functions
• Fuzzy differentiation and integration
• Defuzzification
• Interval system of linear equations
• Interval eigenvalue problems.