| 书目名称 | Optimization in Machine Learning and Applications |
| 编辑 | Anand J. Kulkarni,Suresh Chandra Satapathy |
| 视频video | |
| 概述 | Presents current research on various applications of machine learning.Discusses optimization techniques to solve real problems.Serves as a reference resource for researchers and practitioners in acade |
| 丛书名称 | Algorithms for Intelligent Systems |
| 图书封面 |  |
| 描述 | This book discusses one of the major applications of artificial intelligence: the use of machine learning to extract useful information from multimodal data. It discusses the optimization methods that help minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The book also presents formulations of real-world machine learning problems, and discusses AI solution methodologies as standalone or hybrid approaches. Lastly, it proposes novel metaheuristic methods to solve complex machine learning problems. Featuring valuable insights, the book helps readers explore new avenues leading toward multidisciplinary research discussions.. |
| 出版日期 | Book 2020 |
| 关键词 | Optimization; Machine Learning; Metaheuristics; Heuristics; Classification; algorithm analysis and proble |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-15-0994-0 |
| isbn_softcover | 978-981-15-0996-4 |
| isbn_ebook | 978-981-15-0994-0Series ISSN 2524-7565 Series E-ISSN 2524-7573 |
| issn_series | 2524-7565 |
| copyright | Springer Nature Singapore Pte Ltd. 2020 |
发表于 2025-3-21 17:03:25
