Handbook of machine learning for computational optimization [electronic resource] : applications and case studies / edited by Vishal Jain ... [et al.]
- 其他作者：
- 其他題名：
- Demystifying technologies for computational excellence.
- 出版： Boca Raton FL : CRC Press 2021.
- 叢書名： Demystifying technologies for computational excellence
- 主題： Machine learning--Industrial applications. , Mathematical optimization--Data processing. , Artificial intelligence.
- 版本：1st ed.
- ISBN： 9781003138020 (electronic bk.)
- URL：
電子書(校內)
- 一般註：Includes bibliographical references and index. 113年度臺灣學術電子書暨資料庫聯盟採購
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讀者標籤：
- 系統號： 000314410 | 機讀編目格式
館藏資訊
摘要註
"Technology is moving at an exponential pace in this era of computational intelligence. Machine Learning has emerged as one of the most promising tools used to challenge and think beyond current limitations. This handbook will provide readers with a leading edge to improving their products and processes through optimal and smarter machine learning techniques. This handbook focuses on new Machine Learning developments that can lead to newly developed applications. It uses a predictive and futuristic approach which makes Machine Learning a promising tool for processes and sustainable solutions. It also promotes newer algorithms which are more efficient and reliable for new dimensions in discovering other applications and then goes on to discuss the potential in making better use of machines in order to ensure optimal prediction, execution, and decision-making. Individuals looking for Machine Learning based knowledge will find interest in this handbook. The readership ranges from undergraduate students of engineering and allied courses to researchers, professionals, and application designers"--