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商品詳細
Intelligent Computing Applications for Sustainable Real-World Systems: Intelligent Computing Techniques and their Applications. 2020 ed.
・ISBN 978-3-030-44757-1 hard EUR 299.99
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| 著者・編者 | Pandit, Manjaree / Srivastava, Laxmi / Venkata Rao, Ravipudi / Bansal, Jagdish Chand (eds.), |
|---|---|
| シリーズ | (Proceedings in Adaptation, Learning and Optimization) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2020 |
| ページ数 | 568 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-99008＞ |
解説
This book delves into various solution paradigms such as artificial neural network, support vector machine, wavelet transforms, evolutionary computing, swarm intelligence. During the last decade, novel solution technologies based on human and species intelligence have gained immense popularity due to their flexible and unconventional approach. New analytical tools are also being developed to handle big data processing and smart decision making. The idea behind compiling this work is to familiarize researchers, academicians, industry persons and students with various applications of intelligent techniques for producing sustainable, cost-effective and robust solutions of frequently encountered complex, real-world problems in engineering and science disciplines. The practical problems in smart grids, communication, waste management, elimination of harmful elements from nature, etc., are identified, and smart and optimal solutions are proposed.