Soft Computing

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by: Ikvinderpal Singh

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Published:

May 29, 2026

Edition:

Type of book:

both

Year:

2025

Language:

English

Publisher:

Khanna Publishing House

Categories:

Computer Science Engineering, Book Store

Condition Type:

new

Country Origin:

India

Access Type

Duration

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$0.00

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ISBN-13: 9789380016979

ISBN-10: 9380016972

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This book is meant for a wide range of readers, especially college and university students wishing to learn basic as well as advanced processes and techniques in Soft Computing. It can also meant for Programmers who may be involved in programming based on the soft computing applications. Modern aspects of soft computing have been introduced from the first principles and discussed in an easy manner, So that a beginner can grasp the concept of neural networks fuzzy, genetic algorithm and probabilistic reasoning, each chapter contains solved example problems and exercise problems. SALIENT FEATURES

Detailed explanation of soft computing concepts
Extensive coverage of fundamental concepts of Artificial neural network
Present architecture and algorithm of every net in enough detail
Provides examples of simple applications
Gives mathematical development when it provides a guide to proper implementation of net
Covers all supervised and unsupervised learning methods
Discusses on the introduction to classical sets and fuzzy sets
Fundamental idea on classical relations and fuzzy arithmetic explains in a lucid manner
Detailed explanation of fuzzy rules is given
Gives the architecture, operation and various applications of fuzzy logic systems
Concepts of neuro-fuzzy and genetic algorithm are included
Detailed analysis of each and every type of probability is explained with the help of examples
Demonstrates the concept of fuzzy logic and probability.

This book will be useful for student of BE (Computer/Electronics), B. Tech, ME(Computer/Electronics), M. Tech, MCA, BCA, M.Sc., B.Sc., and also to students pursuing A/B/C-level course of DOEACC.

No table of contents available for this book.

Ikvinderpal Singh

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