Computational Intelligence for Water and Environmental Sciences (Hardcover, 1st ed. 2022)

This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management. The book takes a deep dive into topics like meta-heuristic evolutionary optimization algorithms (e.g., GA, PSA, etc.), data mining techniques (e.g., SVM, ANN, etc.), probabilistic and Bayesian-oriented frameworks, fuzzy logic, AI, deep learning, and expert systems. These approaches provide a practical approach to understand and resolve complicated and intertwined real-world problems that often imposed serious challenges to traditional deterministic precise frameworks. The topic caters to postgraduate students and senior researchers who are interested in computational intelligence approach to issues stemming from water and environmental sciences.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Studies in Computational Intelligence, 1043
Release date:	July 2022
First published:	2022
Editors:	Omid Bozorg-Haddad • Babak Zolghadr-Asli
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	540
Edition:	1st ed. 2022
ISBN-13:	978-981-19-2518-4
Categories:	Books > Earth & environment > The environment > Management of land & natural resources Books > Earth & environment > Earth sciences > The hydrosphere > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	981-19-2518-6
Barcode:	9789811925184

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