Computational intelligence for water and environmental sciences / Omid Bozorg-Haddad, Babak Zolghadr-Asli, editors.

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Computational intelligence for water and environmental sciences / Omid Bozorg-Haddad, Babak Zolghadr-Asli, editors.

9789811925191 (electronic bk.)
9811925194 (electronic bk.)
9811925186
9789811925184

Singapore : Springer, [2022]

©2022

English

1 online resource : illustrations (some color).

10.1007/978-981-19-2519-1 doi

Q342

006.3

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.

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Description based on print version record.

Studies in computational intelligence ; v. 1043.

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