語系:
繁體中文
English
說明(常見問題)
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Genetic Programming = 18th European ...
~
Sim, Kevin.
Genetic Programming = 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Genetic Programming/ edited by Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim.
其他題名:
18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /
其他作者:
Machado, Penousal.
面頁冊數:
XII, 231 p. 56 illus.online resource. :
Contained By:
Springer Nature eBook
標題:
Algorithms. -
電子資源:
https://doi.org/10.1007/978-3-319-16501-1
ISBN:
9783319165011
Genetic Programming = 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /
Genetic Programming
18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /[electronic resource] :edited by Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim. - 1st ed. 2015. - XII, 231 p. 56 illus.online resource. - Theoretical Computer Science and General Issues ;9025. - Theoretical Computer Science and General Issues ;9163.
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems -- Learning Text Patterns Using Separate-and-Conquer Genetic Programming -- Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation -- Grant Dick On the Generalization Ability of Geometric Semantic Genetic Programming -- Automatic Derivation of Search Objectives for Test-Based Genetic Programming -- Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation -- M3GP – Multiclass Classification with GP -- Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling -- Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification -- Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs -- Tapped Delay Lines for GP Streaming Data Classification with Label Budgets -- Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates -- Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson -- Automatic Evolution of Parallel Recursive Programs -- Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models -- Evolutionary Methods for the Construction of Cryptographic Boolean Functions -- TEMPLAR – A Framework for Template-Method Hyper-Heuristics -- Circuit Approximation Using Single- and Multi-objective Cartesian GP.
This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, initialisation procedures, ensemble methods and search objectives; and applications including text processing, cryptography, numerical modelling, software parallelisation, creation and optimisation of circuits, multi-class classification, scheduling and artificial intelligence.
ISBN: 9783319165011
Standard No.: 10.1007/978-3-319-16501-1doiSubjects--Topical Terms:
527865
Algorithms.
LC Class. No.: QA76.9.A43
Dewey Class. No.: 005.1
Genetic Programming = 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /
LDR
:03887nam a22004095i 4500
001
963325
003
DE-He213
005
20200704074004.0
007
cr nn 008mamaa
008
201211s2015 gw | s |||| 0|eng d
020
$a
9783319165011
$9
978-3-319-16501-1
024
7
$a
10.1007/978-3-319-16501-1
$2
doi
035
$a
978-3-319-16501-1
050
4
$a
QA76.9.A43
072
7
$a
UMB
$2
bicssc
072
7
$a
COM051300
$2
bisacsh
072
7
$a
UMB
$2
thema
082
0 4
$a
005.1
$2
23
245
1 0
$a
Genetic Programming
$h
[electronic resource] :
$b
18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /
$c
edited by Penousal Machado, Malcolm I. Heywood, James McDermott, Mauro Castelli, Pablo García-Sánchez, Paolo Burelli, Sebastian Risi, Kevin Sim.
250
$a
1st ed. 2015.
264
1
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2015.
300
$a
XII, 231 p. 56 illus.
$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
9025
505
0
$a
The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems -- Learning Text Patterns Using Separate-and-Conquer Genetic Programming -- Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation -- Grant Dick On the Generalization Ability of Geometric Semantic Genetic Programming -- Automatic Derivation of Search Objectives for Test-Based Genetic Programming -- Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation -- M3GP – Multiclass Classification with GP -- Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling -- Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification -- Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs -- Tapped Delay Lines for GP Streaming Data Classification with Label Budgets -- Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates -- Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson -- Automatic Evolution of Parallel Recursive Programs -- Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models -- Evolutionary Methods for the Construction of Cryptographic Boolean Functions -- TEMPLAR – A Framework for Template-Method Hyper-Heuristics -- Circuit Approximation Using Single- and Multi-objective Cartesian GP.
520
$a
This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, initialisation procedures, ensemble methods and search objectives; and applications including text processing, cryptography, numerical modelling, software parallelisation, creation and optimisation of circuits, multi-class classification, scheduling and artificial intelligence.
650
0
$a
Algorithms.
$3
527865
650
0
$a
Computers.
$3
565115
650
0
$a
Artificial intelligence.
$3
559380
650
0
$a
Application software.
$3
528147
650
0
$a
Computer science—Mathematics.
$3
1253519
650
1 4
$a
Algorithm Analysis and Problem Complexity.
$3
593923
650
2 4
$a
Computation by Abstract Devices.
$3
669792
650
2 4
$a
Artificial Intelligence.
$3
646849
650
2 4
$a
Computer Applications.
$3
669785
650
2 4
$a
Discrete Mathematics in Computer Science.
$3
670123
700
1
$a
Machado, Penousal.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
677117
700
1
$a
Heywood, Malcolm I.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1106613
700
1
$a
McDermott, James.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1075191
700
1
$a
Castelli, Mauro.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1201899
700
1
$a
García-Sánchez, Pablo.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1258291
700
1
$a
Burelli, Paolo.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1106625
700
1
$a
Risi, Sebastian.
$e
editor.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1258292
700
1
$a
Sim, Kevin.
$4
edt
$4
http://id.loc.gov/vocabulary/relators/edt
$3
1139686
710
2
$a
SpringerLink (Online service)
$3
593884
773
0
$t
Springer Nature eBook
776
0 8
$i
Printed edition:
$z
9783319165028
776
0 8
$i
Printed edition:
$z
9783319165004
830
0
$a
Theoretical Computer Science and General Issues ;
$v
9163
$3
1253524
856
4 0
$u
https://doi.org/10.1007/978-3-319-16501-1
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)
筆 0 讀者評論
多媒體
評論
新增評論
分享你的心得
Export
取書館別
處理中
...
變更密碼[密碼必須為2種組合(英文和數字)及長度為10碼以上]
登入