Computational Intelligence for Water and Environmental Sciences

£159.50

Computational Intelligence for Water and Environmental Sciences

Hydrology and the hydrosphere Environmental management Artificial intelligence

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Collection: Studies in Computational Intelligence

Language: English

Published by: Springer

Published on: 8th July 2022

Format: LCP-protected ePub

Size: 49 Mb

ISBN: 9789811925191


Overview

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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