Handbook of machine learning for computational optimization : applications and case studies / edited by Vishal Jain ... [et al.].
- 其他作者：
- 其他題名：
- Applications and case studies
- Demystifying technologies for computational excellence : moving towards society 5.0.
- 出版： Boca Raton, FL : CRC Press c2022.
- 叢書名： Demystifying technologies for computational excellence : moving towards society 5.0
- 主題： Machine learning--Industrial applications. , Mathematical optimization--Data processing. , Artificial intelligence. , Artificial intelligence. , Machine learning--Industrial applications. , Mathematical optimization--Data processing.
- ISBN： 9780367685423 (hbk.) :: NT$5291 、 0367685426 (hbk.) 、 9780367685454 (pbk.)
- 書目註：Includes bibliographical references and index.
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讀者標籤：
- 系統號： 005172368 | 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"--