عنوان

Concepts of soft computing :

(Number (ISBN

9789811374302

(Number (ISBN

9789811374319

(Number (ISBN

9789811374326

(Number (ISBN

9811374309

(Number (ISBN

9811374317

(Number (ISBN

9811374325

Erroneous ISBN

9789811374296

Erroneous ISBN

9811374295

Title Proper

Concepts of soft computing :

General Material Designation

[Book]

Other Title Information

fuzzy and ANN with programming /

First Statement of Responsibility

Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato.

Place of Publication, Distribution, etc.

Singapore :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2019.

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes bibliographical references.

Text of Note

Fuzzy set theory: Soft computing -- Intervals -- Fuzzy sets -- Fuzzy numbers -- Fuzzy relations -- Fuzzy functions -- Fuzzy differentiation and integration -- Defuzzification -- Interval system of linear equations -- Interval eigenvalue problems. -- Artificial neural network: Artificial neural network terminologies -- McCulloch-Pitts neural network model -- Hebbian learning rule -- Perceptron learning rule -- Delta learning rule and backpropagation rule for multilayer perceptron.

0

Text of Note

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 uncertainty handling and machine learning techniques respectively. Generally, fuzzy sets are considered as vague or uncertain sets having membership function lying between 0 and 1, and ANN is a type of artificial intelligence that attempts to imitate the way a human brain works by configuring specific applications, for instance pattern recognition or data classification, through learning processes. The book also presents C/MATLAB programming codes related to the basics of fuzzy set, interval arithmetic and ANN in a concise, practical and adaptable manner along, with simple examples and self-validation unsolved practice questions in few cases. --

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9789811374302

Title

Concepts of soft computing.

International Standard Book Number

9789811374296

Neural networks (Computer science)

Soft computing.

Neural networks (Computer science)

Soft computing.

COM067000

UT

UT

Number

Edition

Class number

Chakraverty, Snehashish.

Mahato, Nisha Rani

Sahoo, Deepti Moyi

Date of Transaction

20200823230654.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y