Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing

We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness func...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:International journal of parallel programming Jg. 44; H. 3; S. 531 - 551
Hauptverfasser: Aldinucci, Marco, Campa, Sonia, Danelutto, Marco, Kilpatrick, Peter, Torquati, Massimo
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York Springer US 01.06.2016
Springer Nature B.V
Schlagworte:
Algorithms
Analysis
Architecture (computers)
Central processing units
Computation
Computer programming
Computer Science
CPUs
Evolution
Evolutionary algorithms
Feasibility
Genetic algorithms
Mathematical analysis
Mathematical models
Optimization
Parallel processing
Pools
Population
Processor Architectures
Programmers
Semantics
Software Engineering/Programming and Operating Systems
Studies
Theory of Computation
Evolutionary computing
FastFlow
Parallel design patterns
Algorithmic skeletons
Multi/many core architectures
ISSN:0885-7458, 1573-7640
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness function is optimized. The pattern has been demonstrated to be suitable for capturing and modeling the parallel patterns underpinning various evolutionary algorithms, as well as other parallel patterns typical of symbolic computation. In this paper we introduce the pattern, we discuss its implementation on modern multi/many core architectures and finally present experimental results obtained with FastFlow and Erlang implementations to assess its feasibility and scalability.
AbstractList We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness function is optimized. The pattern has been demonstrated to be suitable for capturing and modeling the parallel patterns underpinning various evolutionary algorithms, as well as other parallel patterns typical of symbolic computation. In this paper we introduce the pattern, we discuss its implementation on modern multi/many core architectures and finally present experimental results obtained with FastFlow and Erlang implementations to assess its feasibility and scalability.
We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness function is optimized. The pattern has been demonstrated to be suitable for capturing and modeling the parallel patterns underpinning various evolutionary algorithms, as well as other parallel patterns typical of symbolic computation. In this paper we introduce the pattern, we discuss its implementation on modern multi/many core architectures and finally present experimental results obtained with FastFlow and Erlang implementations to assess its feasibility and scalability.
Issue Title: Special Issue on High-Level Parallel Programming and Applications We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness function is optimized. The pattern has been demonstrated to be suitable for capturing and modeling the parallel patterns underpinning various evolutionary algorithms, as well as other parallel patterns typical of symbolic computation. In this paper we introduce the pattern, we discuss its implementation on modern multi/many core architectures and finally present experimental results obtained with FastFlow and Erlang implementations to assess its feasibility and scalability.
Author Danelutto, Marco
Kilpatrick, Peter
Aldinucci, Marco
Torquati, Massimo
Campa, Sonia
Author_xml – sequence: 1
  givenname: Marco
  surname: Aldinucci
  fullname: Aldinucci, Marco
  organization: Department of Computer Science, University of Torino
– sequence: 2
  givenname: Sonia
  surname: Campa
  fullname: Campa, Sonia
  organization: Department of Computer Science, University of Pisa
– sequence: 3
  givenname: Marco
  surname: Danelutto
  fullname: Danelutto, Marco
  email: marco.danelutto@unipi.it
  organization: Department of Computer Science, University of Pisa
– sequence: 4
  givenname: Peter
  surname: Kilpatrick
  fullname: Kilpatrick, Peter
  organization: Department of Computer Science, Queen’s University Belfast
– sequence: 5
  givenname: Massimo
  surname: Torquati
  fullname: Torquati, Massimo
  organization: Department of Computer Science, University of Pisa
BookMark eNp9kF1LwzAUhoNMcJv-AO8K3ngTTZrPejfG_GLgQL0OaZuOjjSZSSvs39tSQRnoRUjgvE_OOc8MTJx3BoBLjG4wQuI2YiQ4hwgziAiTkJ2AKWaCQMEpmoApkpJBQZk8A7MYdwihTEg5Bc8b722y-vS2a2vv7pJFstFBW2ts_2hbE1xS-fCT0OGQaFcmr4cm97YukqVv9n3Fbc_BaaVtNBff9xy836_elo9w_fLwtFysYUGytIWVKFOsOWZG0DLlUlNODCpRmhKZM665zlJDCMlETqtMcppnaYloxvO8oBrnZA6ux3_3wX90JraqqWNhrNXO-C4qLJHEGBOO--jVUXTnu-D66RQWkkhGaH_mAI-pIvgYg6nUPtRNv6jCSA121WhX9XbVYFcNjDhiirrVg6A26Nr-S6YjGfsubmvCr5n-hL4AyiOOpQ
CODEN IJPPE5
CitedBy_id crossref_primary_10_1007_s10766_017_0540_z
crossref_primary_10_1016_j_ejor_2019_11_033
crossref_primary_10_1016_j_future_2018_05_011
Cites_doi 10.1109/TEVC.2011.2132725
10.1504/IJICA.2007.013403
10.1016/j.parco.2003.12.002
10.1145/1562764.1562783
10.1109/DEXA.2013.32
10.1002/(SICI)1099-0526(199903/04)4:4<31::AID-CPLX5>3.3.CO;2-W
10.1007/978-3-642-23397-5_17
10.1109/PDP.2014.13
10.23919/ACC.1993.4793307
10.1007/978-3-540-74466-5_49
ContentType Journal Article
Copyright Springer Science+Business Media New York 2015
Springer Science+Business Media New York 2016
Copyright_xml – notice: Springer Science+Business Media New York 2015
– notice: Springer Science+Business Media New York 2016
DBID AAYXX
CITATION
3V.
7SC
7WY
7WZ
7XB
87Z
8AL
8FD
8FE
8FG
8FK
8FL
8G5
ABUWG
AFKRA
ARAPS
AZQEC
BENPR
BEZIV
BGLVJ
CCPQU
DWQXO
FRNLG
F~G
GNUQQ
GUQSH
HCIFZ
JQ2
K60
K6~
K7-
L.-
L.0
L7M
L~C
L~D
M0C
M0N
M2O
MBDVC
P5Z
P62
PHGZM
PHGZT
PKEHL
PQBIZ
PQBZA
PQEST
PQGLB
PQQKQ
PQUKI
Q9U
DOI 10.1007/s10766-015-0358-5
DatabaseName CrossRef
ProQuest Central (Corporate)
Computer and Information Systems Abstracts
ABI/INFORM Collection
ABI/INFORM Global (PDF only)
ProQuest Central (purchase pre-March 2016)
ABI/INFORM Global (Alumni Edition)
Computing Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
ABI/INFORM Collection (Alumni Edition)
Research Library (Alumni Edition)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Advanced Technologies & Computer Science Collection
ProQuest Central Essentials
ProQuest Central
Business Premium Collection
Technology Collection
ProQuest One Community College
ProQuest Central Korea
Business Premium Collection (Alumni)
ABI/INFORM Global (Corporate)
ProQuest Central Student
Research Library Prep
SciTech Premium Collection
ProQuest Computer Science Collection
ProQuest Business Collection (Alumni Edition)
ProQuest Business Collection
Computer Science Database
ABI/INFORM Professional Advanced
ABI/INFORM Professional Standard
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
ABI/INFORM Global
Computing Database
ProQuest Research Library
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Business
ProQuest One Business (Alumni)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central Basic
DatabaseTitle CrossRef
ABI/INFORM Global (Corporate)
ProQuest Business Collection (Alumni Edition)
ProQuest One Business
Research Library Prep
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ABI/INFORM Complete
ProQuest Central
ABI/INFORM Professional Advanced
ProQuest One Applied & Life Sciences
ABI/INFORM Professional Standard
ProQuest Central Korea
ProQuest Research Library
ProQuest Central (New)
Advanced Technologies Database with Aerospace
ABI/INFORM Complete (Alumni Edition)
Advanced Technologies & Aerospace Collection
Business Premium Collection
ABI/INFORM Global
ProQuest Computing
ABI/INFORM Global (Alumni Edition)
ProQuest Central Basic
ProQuest Computing (Alumni Edition)
ProQuest One Academic Eastern Edition
ProQuest Technology Collection
ProQuest SciTech Collection
ProQuest Business Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest One Academic UKI Edition
ProQuest One Business (Alumni)
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
Business Premium Collection (Alumni)
DatabaseTitleList Computer and Information Systems Abstracts

ABI/INFORM Global (Corporate)
Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 1573-7640
EndPage 551
ExternalDocumentID 4033358271
10_1007_s10766_015_0358_5
Genre Feature
GroupedDBID -4Z
-59
-5G
-BR
-EM
-Y2
-~C
-~X
.4S
.86
.DC
.VR
06D
0R~
0VY
199
1N0
2.D
203
28-
29J
2J2
2JN
2JY
2KG
2LR
2P1
2VQ
2~H
30V
3V.
4.4
406
408
409
40D
40E
5GY
5QI
5VS
67Z
6NX
78A
7WY
8FE
8FG
8FL
8G5
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHNG
AAIAL
AAJBT
AAJKR
AANZL
AAOBN
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYJJ
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDBF
ABDPE
ABDZT
ABECU
ABFSI
ABFTD
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABQBU
ABQSL
ABSXP
ABTAH
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACAOD
ACBXY
ACDTI
ACGFO
ACGFS
ACHSB
ACHXU
ACIHN
ACKNC
ACMDZ
ACMLO
ACNCT
ACOKC
ACOMO
ACPIV
ACREN
ACUHS
ACZOJ
ADHIR
ADINQ
ADKNI
ADKPE
ADMLS
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEAQA
AEBTG
AEFIE
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AENEX
AEOHA
AEPYU
AESKC
AETLH
AEVLU
AEXYK
AFBBN
AFEXP
AFGCZ
AFKRA
AFLOW
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AOCGG
ARAPS
ARCSS
ARMRJ
AXYYD
AYJHY
AZFZN
AZQEC
B-.
B0M
BA0
BBWZM
BDATZ
BENPR
BEZIV
BGLVJ
BGNMA
BKOMP
BPHCQ
BSONS
CAG
CCPQU
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
E.L
EAD
EAP
EAS
EBLON
EBS
EDO
EIOEI
EJD
EMK
EPL
ESBYG
ESX
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRNLG
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GROUPED_ABI_INFORM_COMPLETE
GROUPED_ABI_INFORM_RESEARCH
GUQSH
GXS
H13
HCIFZ
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
H~9
I-F
I09
IHE
IJ-
IKXTQ
ITM
IWAJR
IXC
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
K60
K6V
K6~
K7-
KDC
KOV
KOW
LAK
LLZTM
M0C
M0N
M2O
M4Y
MA-
MS~
N2Q
NB0
NDZJH
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9I
O9J
OAM
OVD
P19
P62
P9O
PF0
PQBIZ
PQBZA
PQQKQ
PROAC
PT4
PT5
Q2X
QOK
QOS
R89
R9I
RHV
RNI
RNS
ROL
RPX
RSV
RZC
RZE
RZK
S16
S1Z
S26
S27
S28
S3B
SAP
SCJ
SCLPG
SCO
SDH
SDM
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
T16
TAE
TEORI
TN5
TSG
TSK
TSV
TUC
TUS
U2A
U5U
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
VXZ
W23
W48
WH7
WK8
YLTOR
Z45
Z7R
Z7X
Z81
Z83
Z88
Z8R
Z8W
Z92
ZMTXR
ZY4
~8M
~EX
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ABRTQ
ACSTC
ADHKG
AEZWR
AFDZB
AFFHD
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
PQGLB
7SC
7XB
8AL
8FD
8FK
JQ2
L.-
L.0
L7M
L~C
L~D
MBDVC
PKEHL
PQEST
PQUKI
Q9U
PUEGO
ID FETCH-LOGICAL-c392t-f7d21a615e74d268a463e0d02238b56a6a92e33397b4f9864b92d0496bbc4a1b3
IEDL.DBID RSV
ISICitedReferencesCount 6
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000374897200009&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0885-7458
IngestDate Thu Sep 04 20:17:04 EDT 2025
Tue Nov 04 21:39:12 EST 2025
Sat Nov 29 01:59:42 EST 2025
Tue Nov 18 20:40:29 EST 2025
Fri Feb 21 02:37:21 EST 2025
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords Evolutionary computing
FastFlow
Parallel design patterns
Algorithmic skeletons
Multi/many core architectures
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c392t-f7d21a615e74d268a463e0d02238b56a6a92e33397b4f9864b92d0496bbc4a1b3
Notes SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 14
ObjectType-Article-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://link.springer.com/content/pdf/10.1007/s10766-015-0358-5.pdf
PQID 1783853485
PQPubID 48389
PageCount 21
ParticipantIDs proquest_miscellaneous_1808111361
proquest_journals_1783853485
crossref_primary_10_1007_s10766_015_0358_5
crossref_citationtrail_10_1007_s10766_015_0358_5
springer_journals_10_1007_s10766_015_0358_5
PublicationCentury 2000
PublicationDate 20160600
2016-6-00
20160601
PublicationDateYYYYMMDD 2016-06-01
PublicationDate_xml – month: 6
  year: 2016
  text: 20160600
PublicationDecade 2010
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle International journal of parallel programming
PublicationTitleAbbrev Int J Parallel Prog
PublicationYear 2016
Publisher Springer US
Springer Nature B.V
Publisher_xml – name: Springer US
– name: Springer Nature B.V
References CR2
CR3
CR5
CR8
CR19
CR18
Dieterle, Horstmeyer, Berthold, Loogen, Hinze (CR9) 2012
Alba, Luque, Garcia-Nieto, Ordonez, Leguizamon (CR1) 2007; 1
CR15
CR14
CR23
CR11
CR22
CR10
CR21
Asanovic, Bodik, Demmel, Keaveny, Keutzer, Kubiatowicz, Morgan, Patterson, Sen, Wawrzynek, Wessel, Yelick (CR4) 2009; 52
Mattson, Sanders, Massingill (CR17) 2004
CR20
Chen, Ong, Lim, Tan (CR6) 2011; 15
Gamma, Helm, Johnson, Vlissides (CR12) 1995
Goldberg (CR13) 1989
Cole (CR7) 2004; 30
Koza (CR16) 1992
X Chen (358_CR6) 2011; 15
JR Koza (358_CR16) 1992
E Gamma (358_CR12) 1995
E Alba (358_CR1) 2007; 1
M Dieterle (358_CR9) 2012
DE Goldberg (358_CR13) 1989
358_CR19
358_CR8
358_CR18
M Cole (358_CR7) 2004; 30
358_CR5
358_CR15
T Mattson (358_CR17) 2004
358_CR3
358_CR14
358_CR2
358_CR23
358_CR11
358_CR22
358_CR10
358_CR21
358_CR20
K Asanovic (358_CR4) 2009; 52
References_xml – start-page: 18
  year: 2012
  end-page: 36
  ident: CR9
  article-title: Iterating skeletons—structured parallelism by composition
  publication-title: IFL, Lecture Notes in Computer Science
– ident: CR21
– volume: 15
  start-page: 591
  issue: 5
  year: 2011
  end-page: 607
  ident: CR6
  article-title: A multi-facet survey on memetic computation
  publication-title: Trans. Evol. Comp.
  doi: 10.1109/TEVC.2011.2132725
– year: 1995
  ident: CR12
  publication-title: Design Patterns: Elements of Reusable Object-Oriented Software
– ident: CR22
– ident: CR19
– ident: CR18
– ident: CR3
– ident: CR14
– ident: CR15
– ident: CR2
– volume: 1
  start-page: 74
  issue: 1
  year: 2007
  end-page: 85
  ident: CR1
  article-title: Mallba: a software library to design efficient optimisation algorithms
  publication-title: Int. J. Innov. Comput. Appl.
  doi: 10.1504/IJICA.2007.013403
– ident: CR10
– ident: CR11
– year: 2004
  ident: CR17
  publication-title: Patterns for Parallel Programming
– ident: CR5
– ident: CR8
– year: 1992
  ident: CR16
  publication-title: Genetic Programming: On the Programming of Computers by Means of Natural Selection
– year: 1989
  ident: CR13
  publication-title: Genetic Algorithms in Search, Optimization and Machine Learning
– ident: CR23
– volume: 30
  start-page: 389
  issue: 3
  year: 2004
  end-page: 406
  ident: CR7
  article-title: Bringing skeletons out of the closet: a pragmatic manifesto for skeletal parallel programming
  publication-title: Parallel Comput.
  doi: 10.1016/j.parco.2003.12.002
– ident: CR20
– volume: 52
  start-page: 56
  issue: 10
  year: 2009
  end-page: 67
  ident: CR4
  article-title: A view of the parallel computing landscape
  publication-title: Commun. ACM
  doi: 10.1145/1562764.1562783
– volume: 52
  start-page: 56
  issue: 10
  year: 2009
  ident: 358_CR4
  publication-title: Commun. ACM
  doi: 10.1145/1562764.1562783
– ident: 358_CR21
  doi: 10.1109/DEXA.2013.32
– volume: 1
  start-page: 74
  issue: 1
  year: 2007
  ident: 358_CR1
  publication-title: Int. J. Innov. Comput. Appl.
  doi: 10.1504/IJICA.2007.013403
– volume: 15
  start-page: 591
  issue: 5
  year: 2011
  ident: 358_CR6
  publication-title: Trans. Evol. Comp.
  doi: 10.1109/TEVC.2011.2132725
– ident: 358_CR2
  doi: 10.1002/(SICI)1099-0526(199903/04)4:4<31::AID-CPLX5>3.3.CO;2-W
– ident: 358_CR3
  doi: 10.1007/978-3-642-23397-5_17
– ident: 358_CR22
– ident: 358_CR23
– volume-title: Genetic Programming: On the Programming of Computers by Means of Natural Selection
  year: 1992
  ident: 358_CR16
– ident: 358_CR20
– ident: 358_CR5
– volume-title: Genetic Algorithms in Search, Optimization and Machine Learning
  year: 1989
  ident: 358_CR13
– volume: 30
  start-page: 389
  issue: 3
  year: 2004
  ident: 358_CR7
  publication-title: Parallel Comput.
  doi: 10.1016/j.parco.2003.12.002
– volume-title: Patterns for Parallel Programming
  year: 2004
  ident: 358_CR17
– start-page: 18
  volume-title: IFL, Lecture Notes in Computer Science
  year: 2012
  ident: 358_CR9
– ident: 358_CR8
  doi: 10.1109/PDP.2014.13
– ident: 358_CR10
– ident: 358_CR15
  doi: 10.23919/ACC.1993.4793307
– ident: 358_CR11
– ident: 358_CR14
  doi: 10.1007/978-3-540-74466-5_49
– volume-title: Design Patterns: Elements of Reusable Object-Oriented Software
  year: 1995
  ident: 358_CR12
– ident: 358_CR18
– ident: 358_CR19
SSID ssj0009788
Score 2.0897243
Snippet We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The...
Issue Title: Special Issue on High-Level Parallel Programming and Applications We introduce a new parallel pattern derived from a specific application domain...
SourceID proquest
crossref
springer
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 531
SubjectTerms Algorithms
Analysis
Architecture (computers)
Central processing units
Computation
Computer programming
Computer Science
CPUs
Evolution
Evolutionary algorithms
Feasibility
Genetic algorithms
Mathematical analysis
Mathematical models
Optimization
Parallel processing
Pools
Population
Processor Architectures
Programmers
Semantics
Software Engineering/Programming and Operating Systems
Studies
Theory of Computation
SummonAdditionalLinks – databaseName: ABI/INFORM Global
  dbid: M0C
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LS8QwEA66evDiW1xdJYInpdg2j7ZeREQR0WXBB95K0qQgrK3uroL_3pk23aqgF2-FpknbSTJfMpPvI2SfJUxxzqynhMg9rmC5kyiJzIiREhnPTF5luz9cR_1-_PiYDNyG29ilVTZzYjVRmzLDPfKjIIoZuBYei5OXVw9VozC66iQ0ZskcIhtM6bvxz1rS3ajSnYSBBI1zETdRzfroXCRxLS08n4nYE9_9Ugs2f8RHK7dzsfTfF14miw5w0tO6h6yQGVuskqVGzIG6sb1GrgZlOaTn764rHtNTOlAjVFoZwgWe-SkoANy2hBp9UFUYevvxrJFcmNZ1wlesk_uL87uzS88JLXgZwKOJl0cmDBRgGxtxE8pYccmsb8C9s1gLqaRKQssYQBfNc-Rz10loYGkhtc64CjTbIJ2iLOwmoTIwSM8jdcg0N7mvwwwdXhwZ3zfWBF3iN785zRwLOYphDNOWPxktk4JlUrRMKrrkYPrIS03B8VfhXmON1I3Gcdqaokv2prdhHGFwRBW2fIMyKEGCAjfwioeNzb9U8VuDW383uE0WAGLJOrmsRzqT0ZvdIfPZ--RpPNqtuusniATt4A
  priority: 102
  providerName: ProQuest
Title Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing
URI https://link.springer.com/article/10.1007/s10766-015-0358-5
https://www.proquest.com/docview/1783853485
https://www.proquest.com/docview/1808111361
Volume 44
WOSCitedRecordID wos000374897200009&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVPQU
  databaseName: ABI/INFORM Collection
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: 7WY
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/abicomplete
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ABI/INFORM Global
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: M0C
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/abiglobal
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Advanced Technologies & Aerospace Database
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: P5Z
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/hightechjournals
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Computer Science Database
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: K7-
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/compscijour
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: BENPR
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Research Library
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 20171231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: M2O
  dateStart: 19970201
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/pqrl
  providerName: ProQuest
– providerCode: PRVAVX
  databaseName: SpringerLink Contemporary
  customDbUrl:
  eissn: 1573-7640
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0009788
  issn: 0885-7458
  databaseCode: RSV
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22
  providerName: Springer Nature
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3da9swED-Wpg97WfdVmi4LKuxpw2Bbn95bVlLGPlKTbF23FyNZMhQyuyRpoP_9To6dZGUbdC_CRmdJnHS-nzjpfgCvaEI1Y9QFmvMiYBq3O4kWPjOi1DxnuS3q0-4Xn-R4rC4vk7S5x71oT7u3Icn6T71z2U0Kv_vlQUi5CngHuujtlOdrmEwvtpl2ZU02idaDPTKu2lDmn5r43RltEeadoGjta84O_muUj-FRAy3JcL0WnsADVz6Fg5a2gTRW_Aw-pFU1I6NVs-jekiFJ9dxzqszwwd_uKQlC2a2Ent8SXVoyvf1pfBphsm4Th_Ucvp6Nvpy-DxpKhSBHILQMCmnjSCOKcZLZWCjNBHWhRUdOleFCC53EjlIEKYYVPnO7SWKLmwhhTM50ZOgh7JVV6Y6AiMj6RDzCxNQwW4Qmzr1rU9KGoXU26kHY6jbLm3zjnvZilm0zJXtdZairzOsq4z14vfnkep1s41_C_XbCssbuFlkkFUUAwhRWn2yq0WJ8GESXrrpBGU824qlscIhv2kncaeJvHR7fS_oFPERsJdanyvqwt5zfuJewn6-WV4v5ADry2_cBdN-NxukE3z7KAMvP4akv43MsU_5jUC_sXxSD6Zw
linkProvider Springer Nature
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1ba9RAFD7UKuiL9YqrVUfQFyWYZK4RRIq2tO66LFilb3EmMwFhTerutrJ_yt_oObk0Kti3PvgWyGSSmXOdnJnvA3jKM26F4CGyUpaRsLjcyawiZERtZSEKXza73T9P9HRqjo6y2Qb87M_C0LbK3ic2jtrXBf0jf5lowzG0CCPfHH-PiDWKqqs9hUarFuOw_oFLtuXrg3co32dpurd7-HY_6lgFogJzgVVUap8mFgN50MKnyliheIg9xjJunFRW2SwNnGOcdqIk8HKXpR7zaOVcIWziOPZ7CS4LbjTZ1VhHA8ivbngu0XBxsEKavoraHtXTitbuMoq5NJH8Mw4Oye1f9dgmzO1t_W8TdAOudwk122kt4CZshOoWbPVkFazzXbfh_ayu52z3tDO1V2yHzeyCmGTmeEFnmiqGCfzQwi7WzFaefVx_cwSezNo-cdbuwKcLGdFd2KzqKtwDphJP8EPKpdwJX8YuLSigG-3j2AefjCDuxZoXHco6kX3M8wEfmjQhR03ISRNyOYLnZ48ctxAj5zXe7qWfd95mmQ-iH8GTs9voJ6j4Y6tQn2AbolghAh_8xBe9jv3Wxb9eeP_8Fz6Gq_uHHyb55GA6fgDXMJ1U7Ua6bdhcLU7CQ7hSnK6-LhePGlNh8OWiVe8XUQJIww
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1ba9RAFD7UKtIX65WutjqCviihSeaWCKWUtou1ZQl4ofgSZzITENak7m4r-9f8dZ6TS6OCfeuDb4FMJpmZb84l58z5AF7wlBshuA-MlGUgDLo7qVFUGVEbWYjClU22-6cTPZkkp6dptgI_-7MwlFbZy8RGULu6oH_k25FOOKoWkcjtskuLyA7Gu2ffA2KQokhrT6fRQuTYL3-g-zbfOTrAtX4Zx-PDD_tvg45hICjQLlgEpXZxZFCpey1crBIjFPehQ73GEyuVUSaNPeeos60oqZC5TWOHNrWythAmshz7vQE3NfqYlE6Yyc9DwV_dcF7iJsaBC5n0EdX22J5W5MfLIOQyCeSfOnEwdP-KzTYqb7z-P0_WXbjTGdpsr90Z92DFV_dhvSexYJ1MewDvsrqessOLbgu-YXssMzNimJniBZ11qhga9kMLM1syUzn2fvnNUlFl1vaJM_gQPl7LiB7BalVXfgOYihyVJVI25la4MrRxQYo-0S4MnXfRCMJ-ifOiq75OJCDTfKgbTajIERU5oSKXI3h1-chZW3rkqsabPRLyTgrN8wEGI3h-eRvlBwWFTOXrc2xD1CtE7IOf-LrH229d_OuFj69-4TO4jYjLT44mx09gDa1M1ebXbcLqYnbut-BWcbH4Op89bXYNgy_Xjbxf1OZR5w
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Pool+Evolution%3A+A+Parallel+Pattern+for+Evolutionary+and+Symbolic+Computing&rft.jtitle=International+journal+of+parallel+programming&rft.au=Aldinucci%2C+Marco&rft.au=Campa%2C+Sonia&rft.au=Danelutto%2C+Marco&rft.au=Kilpatrick%2C+Peter&rft.date=2016-06-01&rft.issn=0885-7458&rft.eissn=1573-7640&rft.volume=44&rft.issue=3&rft.spage=531&rft.epage=551&rft_id=info:doi/10.1007%2Fs10766-015-0358-5&rft.externalDBID=n%2Fa&rft.externalDocID=10_1007_s10766_015_0358_5
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0885-7458&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0885-7458&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0885-7458&client=summon