Computational intelligence for water and environmental sciences / Omid Bozorg-Haddad, Babak Zolghadr-Asli, editors.
Bozorg-Haddad, Omid, 1974- editor.; Zolghadr-Asli, Babak, editor.
2022
Q342
Available Online

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Title Computational intelligence for water and environmental sciences / Omid Bozorg-Haddad, Babak Zolghadr-Asli, editors.
ISBN 9789811925191 (electronic bk.)
9811925194 (electronic bk.)
9811925186
9789811925184
DOI https://doi.org/10.1007/978-981-19-2519-1
Published Singapore : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource : illustrations (some color).
Item Number 10.1007/978-981-19-2519-1 doi
Call Number Q342
Dewey Decimal Classification 006.3
Summary 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.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Bozorg-Haddad, Omid, 1974- editor.
Zolghadr-Asli, Babak, editor.
Series Studies in computational intelligence ; v. 1043.
Available in Other Form COMPUTATIONAL INTELLIGENCE FOR WATER AND ENVIRONMENTAL SCIENCES.
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Optimization Algorithms
Data mining
Machine Learning
Artificial Intelligence
Deep Learning
Expert Systems
Probabilistic Models
Bayesian models
Fuzzy logic and Fuzzy Theory.

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