國立虎尾科技大學 |

Computational Intelligence for Water and Environmental Sciences

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Computational Intelligence for Water and Environmental Sciences/ edited by Omid Bozorg-Haddad, Babak Zolghadr-Asli.
其他作者:	Zolghadr-Asli, Babak.
面頁冊數:	XXI, 540 p. 157 illus., 80 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Environmental Management. -
電子資源:	https://doi.org/10.1007/978-981-19-2519-1
ISBN:	9789811925191

Computational Intelligence for Water and Environmental Sciences
Computational Intelligence for Water and Environmental Sciences[electronic resource] /edited by Omid Bozorg-Haddad, Babak Zolghadr-Asli. - 1st ed. 2022. - XXI, 540 p. 157 illus., 80 illus. in color.online resource. - Studies in Computational Intelligence,10431860-9503 ;. - Studies in Computational Intelligence,564.

Optimization Algorithms -- Data mining -- Machine Learning -- Artificial Intelligence -- Deep Learning -- Expert Systems -- Probabilistic Models -- Bayesian models -- Fuzzy logic and Fuzzy Theory.

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.

ISBN: 9789811925191

Standard No.: 10.1007/978-981-19-2519-1doiSubjects--Topical Terms:

593900
Environmental Management.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Computational Intelligence for Water and Environmental Sciences
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