國立虎尾科技大學 |

Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Parallel Problem Solving from Nature – PPSN XVI/ edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann.
其他題名:	16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II /
其他作者:	Trautmann, Heike.
面頁冊數:	XXIX, 717 p. 318 illus., 146 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Probability and Statistics in Computer Science. -
電子資源:	https://doi.org/10.1007/978-3-030-58115-2
ISBN:	9783030581152

Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II /
Parallel Problem Solving from Nature – PPSN XVI16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II /[electronic resource] :edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann. - 1st ed. 2020. - XXIX, 717 p. 318 illus., 146 illus. in color.online resource. - Theoretical Computer Science and General Issues ;12270. - Theoretical Computer Science and General Issues ;9163.

Genetic Programming -- Landscape Analysis -- Multiobjective Optimization -- Real-World Applications -- Reinforcement Learning -- Theoretical Aspects of Nature-Inspired Optimization. .

This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.

ISBN: 9783030581152

Standard No.: 10.1007/978-3-030-58115-2doiSubjects--Topical Terms:

669886
Probability and Statistics in Computer Science.

LC Class. No.: QA75.5-76.95

Dewey Class. No.: 004.0151

Parallel Problem Solving from Nature – PPSN XVI = 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II /
LDR:02638nam a22004335i 4500 001 1027299
003 DE-He213
005 20200901230401.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030581152 $9 978-3-030-58115-2
024 7 $a 10.1007/978-3-030-58115-2 $2 doi
035 $a 978-3-030-58115-2
050 4 $a QA75.5-76.95
050 4 $a QA76.63
072 7 $a UY $2 bicssc
072 7 $a COM014000 $2 bisacsh
072 7 $a UY $2 thema
072 7 $a UYA $2 thema
082 0 4 $a 004.0151 $2 23
245 1 0 $a Parallel Problem Solving from Nature – PPSN XVI $h [electronic resource] : $b 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II / $c edited by Thomas Bäck, Mike Preuss, André Deutz, Hao Wang, Carola Doerr, Michael Emmerich, Heike Trautmann.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XXIX, 717 p. 318 illus., 146 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 ; $v 12270
505 0 $a Genetic Programming -- Landscape Analysis -- Multiobjective Optimization -- Real-World Applications -- Reinforcement Learning -- Theoretical Aspects of Nature-Inspired Optimization. .
520 $a This two-volume set LNCS 12269 and LNCS 12270 constitutes the refereed proceedings of the 16th International Conference on Parallel Problem Solving from Nature, PPSN 2020, held in Leiden, The Netherlands, in September 2020. The 99 revised full papers were carefully reviewed and selected from 268 submissions. The topics cover classical subjects such as automated algorithm selection and configuration; Bayesian- and surrogate-assisted optimization; benchmarking and performance measures; combinatorial optimization; connection between nature-inspired optimization and artificial intelligence; genetic and evolutionary algorithms; genetic programming; landscape analysis; multiobjective optimization; real-world applications; reinforcement learning; and theoretical aspects of nature-inspired optimization.
650 2 4 $a Probability and Statistics in Computer Science. $3 669886
650 2 4 $a Software Engineering/Programming and Operating Systems. $3 669780
650 2 4 $a Discrete Mathematics in Computer Science. $3 670123
650 2 4 $a Mathematics of Computing. $3 669457
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Theory of Computation. $3 669322
650 0 $a Mathematical statistics. $3 527941
650 0 $a Software engineering. $3 562952
650 0 $a Computer science—Mathematics. $3 1253519
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computers. $3 565115
700 1 $a Trautmann, Heike. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1251198
700 1 $a Emmerich, Michael. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1016324
700 1 $a Doerr, Carola. $e editor. $1 https://orcid.org/0000-0002-4981-3227 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318243
700 1 $a Wang, Hao. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 796497
700 1 $a Deutz, André. $e editor. $1 https://orcid.org/0000-0002-9047-6533 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318242
700 1 $a Preuss, Mike. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1069134
700 1 $a Bäck, Thomas. $e editor. $1 https://orcid.org/0000-0001-6768-1478 $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1318241
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030581145
776 0 8 $i Printed edition: $z 9783030581169
830 0 $a Theoretical Computer Science and General Issues ; $v 9163 $3 1253524
856 4 0 $u https://doi.org/10.1007/978-3-030-58115-2
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)