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Handbook of machine learning for computational optimization = applications and case studies /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Handbook of machine learning for computational optimization/ edited by Vishal Jain ... [et al.]
其他題名:	applications and case studies /
其他作者:	Jain, Vishal,
出版者:	Boca Raton FL :CRC Press, : 2021.,
面頁冊數:	1 online resource.
標題:	Machine learning - Industrial applications. -
電子資源:	https://www.taylorfrancis.com/books/9781003138020
ISBN:	9781003138020

Handbook of machine learning for computational optimization = applications and case studies /
Handbook of machine learning for computational optimizationapplications and case studies /[electronic resource] :edited by Vishal Jain ... [et al.] - 1st ed. - Boca Raton FL :CRC Press,2021. - 1 online resource. - Demystifying technologies for computational excellence. - Demystifying technologies for computational excellence..

Includes bibliographical references and index.

"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"--

ISBN: 9781003138020

LCCN: 2021017099Subjects--Topical Terms:

1361578
Machine learning
--Industrial applications.

LC Class. No.: Q325.5

Dewey Class. No.: 006.3/1

Handbook of machine learning for computational optimization = applications and case studies /
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245 0 0 $a Handbook of machine learning for computational optimization $h [electronic resource] : $b applications and case studies / $c edited by Vishal Jain ... [et al.]
250 $a 1st ed.
260 $a Boca Raton FL : $b CRC Press, $c 2021.
300 $a 1 online resource.
490 1 $a Demystifying technologies for computational excellence
504 $a Includes bibliographical references and index.
520 $a "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"-- $c Provided by publisher.
588 $a Description based on print version record and CIP data provided by publisher.
650 0 $a Machine learning $x Industrial applications. $3 1361578
650 0 $a Mathematical optimization $x Data processing. $3 723974
650 0 $a Artificial intelligence. $3 516317
700 1 $a Jain, Vishal, $d 1983- $3 3510587
830 0 $a Demystifying technologies for computational excellence. $3 3720460
856 4 0 $u https://www.taylorfrancis.com/books/9781003138020