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Computational Intelligence for Water and Environmental Sciences
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Computational Intelligence for Water and Environmental Sciences

2022 ed.

Book Details

Format Paperback / Softback
ISBN-10 9811925216
ISBN-13 9789811925214
Edition 2022 ed.
Publisher Springer Verlag, Singapore
Imprint Springer Verlag, Singapore
Country of Manufacture GB
Country of Publication GB
Publication Date Jul 9th, 2023
Print length 540 Pages
Ksh 28,800.00
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This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management.
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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