书目名称 | Computational Intelligence for Water and Environmental Sciences |
编辑 | Omid Bozorg-Haddad,Babak Zolghadr-Asli |
视频video | http://file.papertrans.cn/233/232465/232465.mp4 |
概述 | Reviews comprehensively CI-oriented topics that address the needs of general and specialist readers.Contains practical examples that provide a detailed and practical concept of each topic to the reade |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2022 |
关键词 | Artificial Intelligence; Optimization Algorithms; Data Mining; Water Resource Management; Machine Learni |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-19-2519-1 |
isbn_softcover | 978-981-19-2521-4 |
isbn_ebook | 978-981-19-2519-1Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |