Office of Academic Resources
Chulalongkorn University
Chulalongkorn University

Home / Help

TitleConcepts of Soft Computing [electronic resource] : Fuzzy and ANN with Programming / by Snehashish Chakraverty, Deepti Moyi Sahoo, Nisha Rani Mahato
ImprintSingapore : Springer Singapore : Imprint: Springer, 2019
Connect tohttps://doi.org/10.1007/978-981-13-7430-2
Descript XXII, 195 p. 222 illus., 38 illus. in color. online resource

SUMMARY

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


CONTENT

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


Computer network architectures Artificial intelligence Computer Systems Organization and Communication Networks. http://scigraph.springernature.com/things/product-market-codes/I13006 Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000



Location



Office of Academic Resources, Chulalongkorn University, Phayathai Rd. Pathumwan Bangkok 10330 Thailand

Contact Us

Tel. 0-2218-2929,
0-2218-2927 (Library Service)
0-2218-2903 (Administrative Division)
Fax. 0-2215-3617, 0-2218-2907

Social Network

  line

facebook   instragram