國立虎尾科技大學 |

Learning and Intelligent Optimization = 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Learning and Intelligent Optimization/ edited 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 /
other author:	Simos, Dimitris E.
Description:	XIII, 410 p. 115 illus., 84 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Mathematics—Data processing. -
Online resource:	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] :edited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas. - 1st ed. 2021. - XIII, 410 p. 115 illus., 84 illus. in color.online resource. - Theoretical Computer Science and General Issues,129312512-2029 ;. - Theoretical Computer Science and General Issues,12865.

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:

1365953
Mathematics—Data processing.

LC Class. No.: QA71-90

Dewey Class. No.: 518

Learning and Intelligent Optimization = 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers /
LDR:02287nam a22003975i 4500 001 1059479
003 DE-He213
005 20220223075854.0
007 cr nn 008mamaa
008 220414s2021 sz | s |||| 0|eng d
020 $a 9783030921217 $9 978-3-030-92121-7
024 7 $a 10.1007/978-3-030-92121-7 $2 doi
035 $a 978-3-030-92121-7
050 4 $a QA71-90
072 7 $a PBKS $2 bicssc
072 7 $a MAT006000 $2 bisacsh
072 7 $a PBKS $2 thema
082 0 4 $a 518 $2 23
245 1 0 $a Learning and Intelligent Optimization $h [electronic resource] : $b 15th International Conference, LION 15, Athens, Greece, June 20–25, 2021, Revised Selected Papers / $c edited by Dimitris E. Simos, Panos M. Pardalos, Ilias S. Kotsireas.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a XIII, 410 p. 115 illus., 84 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Theoretical Computer Science and General Issues, $x 2512-2029 ; $v 12931
520 $a 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.
650 0 $a Mathematics—Data processing. $3 1365953
650 0 $a Computer engineering. $3 569006
650 0 $a Computer networks . $3 1365720
650 0 $a Algorithms. $3 527865
650 1 4 $a Computational Mathematics and Numerical Analysis. $3 669338
650 2 4 $a Computer Engineering and Networks. $3 1365733
700 1 $a Simos, Dimitris E. $e editor. $1 https://orcid.org/0000-0001-8588-1924 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1363104
700 1 $a Pardalos, Panos M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 669384
700 1 $a Kotsireas, Ilias S. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 792628
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030921200
776 0 8 $i Printed edition: $z 9783030921224
830 0 $a Theoretical Computer Science and General Issues, $x 2512-2029 ; $v 12865 $3 1365719
856 4 0 $u https://doi.org/10.1007/978-3-030-92121-7
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
912 $a ZDB-2-LNC
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)