Concepts of soft computing : fuzzy and ANN with programming /: fuzzy and ANN with programming. (2019)

• Record Type: Book
• Further Information: Note: Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato.
• Authors: Sahoo, Deepti Moyi; Mahato, Nisha Rani
• Other Names: Chakraverty, Snehashish
• Contents: 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.
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.3; Soft computing; Neural networks (Computer science); Computer Systems Organization and Communication Networks; Artificial Intelligence; Electronic books
• Languages: English
• ISBNs: 9789811374302; 9811374309
• Related ISBNs: 9811374295; 9789811374296
• Notes: Note: Includes bibliographical references.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.