國立高雄大學圖資館 |

Language: English

Back

Handbook of machine learning for computational optimizationapplications and case studies /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Handbook of machine learning for computational optimizationedited by Vishal Jain ... [et al.]
Reminder of title:	applications and case studies /
other author:	Jain, Vishal,
Published:	Boca Raton FL :CRC Press,2021.
Description:	1 online resource.
Subject:	Machine learningIndustrial applications.
Online resource:	https://www.taylorfrancis.com/books/9781003138020
ISBN:	9781003138020$q(electronic bk.)

Handbook of machine learning for computational optimizationapplications 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$q(electronic bk.)

LCCN: 2021017099Subjects--Topical Terms:

529947
Machine learning
--Industrial applications.

LC Class. No.: Q325.5

Dewey Class. No.: 006.3/1

Handbook of machine learning for computational optimizationapplications and case studies /
LDR:02162cmm a2200289 a 4500 001 663965
005 20240923072503.0
006 m o d
007 cr cnu---unuuu
008 241219s2021 flu ob 001 0 eng
010 $a 2021017099
020 $a 9781003138020$q(electronic bk.)
020 $z 9780367685454$q(pbk.)
020 $z 9780367685423$q(hbk.)
035 $a 22007124
040 $a DLC $b eng $c DLC $d DLC
041 0 $a eng
050 0 0 $a Q325.5
082 0 0 $a 006.3/1 $2 23
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 529947
650 0 $a Mathematical optimization $x Data processing. $3 185827
650 0 $a Artificial intelligence. $3 194058
700 1 $a Jain, Vishal, $d 1983- $e editor. $3 868258
830 0 $a Demystifying technologies for computational excellence. $3 976522
856 4 0 $u https://www.taylorfrancis.com/books/9781003138020