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Learning and intelligent optimizatio...

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Learning and intelligent optimization15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Learning and intelligent optimizationedited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas.
Reminder of title:	15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /
remainder title:	LION 15
other author:	Simos, Dimitris E.
corporate name:
Published:	Cham :Springer International Publishing :2021.
Description:	xiii, 410 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Machine learningCongresses.
Online resource:	https://doi.org/10.1007/978-3-030-92121-7
ISBN:	9783030921217$q(electronic bk.)

Learning and intelligent optimization15th 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 ;. - Lecture notes in computer science ;4891..

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$q(electronic bk.)

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

384498
Machine learning
--Congresses.

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

Dewey Class. No.: 006.31

Learning and intelligent optimization15th International Conference, LION 15, Athens, Greece, June 20-25, 2021 : revised selected papers /
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