國立虎尾科技大學 |

Genetic Programming Theory and Practice XV

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Genetic Programming Theory and Practice XV/ edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo.
其他作者:	Banzhaf, Wolfgang.
面頁冊數:	XV, 187 p. 54 illus., 46 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-90512-9
ISBN:	9783319905129

Genetic Programming Theory and Practice XV
Genetic Programming Theory and Practice XV[electronic resource] /edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo. - 1st ed. 2018. - XV, 187 p. 54 illus., 46 illus. in color.online resource. - Genetic and Evolutionary Computation,1932-0167. - Genetic and Evolutionary Computation,.

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

ISBN: 9783319905129

Standard No.: 10.1007/978-3-319-90512-9doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Genetic Programming Theory and Practice XV
LDR:02217nam a22003975i 4500 001 998118
003 DE-He213
005 20200705050819.0
007 cr nn 008mamaa
008 201225s2018 gw | s |||| 0|eng d
020 $a 9783319905129 $9 978-3-319-90512-9
024 7 $a 10.1007/978-3-319-90512-9 $2 doi
035 $a 978-3-319-90512-9
050 4 $a Q334-342
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Genetic Programming Theory and Practice XV $h [electronic resource] / $c edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo.
250 $a 1st ed. 2018.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a XV, 187 p. 54 illus., 46 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 Genetic and Evolutionary Computation, $x 1932-0167
520 $a These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
650 0 $a Algorithms. $3 527865
650 1 4 $a Artificial Intelligence. $3 646849
650 2 4 $a Computational Intelligence. $3 768837
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 593923
700 1 $a Banzhaf, Wolfgang. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1207083
700 1 $a Olson, Randal S. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1289556
700 1 $a Tozier, William. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1289557
700 1 $a Riolo, Rick. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 677853
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319905112
776 0 8 $i Printed edition: $z 9783319905136
776 0 8 $i Printed edition: $z 9783030080310
830 0 $a Genetic and Evolutionary Computation, $x 1932-0167 $3 1261942
856 4 0 $u https://doi.org/10.1007/978-3-319-90512-9
912 $a ZDB-2-SCS
912 $a ZDB-2-SXCS
950 $a Computer Science (SpringerNature-11645)
950 $a Computer Science (R0) (SpringerNature-43710)