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Learning and intelligent optimizatio...

LION (Conference) (2021 :)

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Learning and intelligent optimization = 15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Learning and intelligent optimization/ edited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas.
其他題名:	15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /
其他題名:	LION 15
其他作者:	Simos, Dimitris E.
團體作者:	LION (Conference)
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xiii, 410 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Machine learning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-92121-7
ISBN:	9783030921217

Learning and intelligent optimization = 15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /
Learning and intelligent optimization15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /[electronic resource] :LION 15edited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas. - Cham :Springer International Publishing :2021. - xiii, 410 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,129310302-9743 ;. - Theoretical computer science and general issues..

This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 15, held in Athens, Greece, in June 2021. The 30 full papers presented have been carefully reviewed and selected from 35 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components.

ISBN: 9783030921217

Standard No.: 10.1007/978-3-030-92121-7doiSubjects--Topical Terms:

576368
Machine learning
--Congresses.

LC Class. No.: Q325.5 / .L56 2021

Dewey Class. No.: 006.31

Learning and intelligent optimization = 15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /
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