Handbook of machine learning for computational optimization[electronic resource] :applications and case studies

  • 其他作者: Jain, Vishal,
  • 出版: Boca Raton FL : CRC Press 2021.
  • 版本: 1st ed.
  • 稽核項: 1 online resource.
  • 叢書名: Demystifying technologies for computational excellence
  • 標題: Machine learning Industrial applications. , Artificial intelligence. , Machine learning , Data processing. , Industrial applications. , Mathematical optimization , Mathematical optimization Data processing.
  • ISBN: 1003138020 , 9781003138020
  • ISBN: 9780367685454 , 9780367685423
  • 試查全文@TNUA:
  • 附註: Includes bibliographical references and index.
  • 摘要: "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"--
  • 電子資源: https://dbs.tnua.edu.tw/login?url=https://www.taylorfrancis.com/books/9781003138020
  • 系統號: 005338678
  • 資料類型: 電子書
  • 讀者標籤: 需登入
  • 引用網址: 複製連結