عنوان

Concepts of soft computing :

شابک

9789811374302

شابک

9789811374319

شابک

9789811374326

شابک

9811374309

شابک

9811374317

شابک

9811374325

شابک اشتباه

9789811374296

شابک اشتباه

9811374295

عنوان اصلي

Concepts of soft computing :

نام عام مواد

[Book]

ساير اطلاعات عنواني

fuzzy and ANN with programming /

نام نخستين پديدآور

Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato.

محل نشرو پخش و غیره

Singapore :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2019.

نام خاص و کميت اثر

1 online resource

متن يادداشت

Includes bibliographical references.

متن يادداشت

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.

بدون عنوان

0

متن يادداشت

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. --

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9789811374302

عنوان

Concepts of soft computing.

شماره استاندارد بين المللي کتاب و موسيقي

9789811374296

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Soft computing.

موضوع مستند نشده

Neural networks (Computer science)

موضوع مستند نشده

Soft computing.

موضوع مستند نشده

COM067000

موضوع مستند نشده

UT

موضوع مستند نشده

UT

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Chakraverty, Snehashish.

مستند نام اشخاص تاييد نشده

Mahato, Nisha Rani

مستند نام اشخاص تاييد نشده

Sahoo, Deepti Moyi

تاريخ عمليات

20200823230654.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y