Decision Points in Application of Genetic Algorithm

Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines are suggested on this, researches are conducted but still an overall acceptable guideline is lacking. In this work the parameters are discus...

Full description

Saved in:
Bibliographic Details
Published in2015 International Conference on Information Technology (ICIT) pp. 210 - 214
Main Authors Mahapatra, Biplab, Mohapatra, Sanjay
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.12.2015
Subjects
Application
crossover
Encoding
Genetic Algorithm
Genetic algorithms
Guidelines
Key Decision Points
Linear programming
mutation
Optimization
Sociology
Statistics
Online AccessGet full text
DOI10.1109/ICIT.2015.38

Cover

Abstract Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines are suggested on this, researches are conducted but still an overall acceptable guideline is lacking. In this work the parameters are discussed with reference to the existing literature and suggested a guideline to follow for initial setup based on literature.
AbstractList Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines are suggested on this, researches are conducted but still an overall acceptable guideline is lacking. In this work the parameters are discussed with reference to the existing literature and suggested a guideline to follow for initial setup based on literature.
Author Mohapatra, Sanjay
Mahapatra, Biplab
Author_xml – sequence: 1
  givenname: Biplab
  surname: Mahapatra
  fullname: Mahapatra, Biplab
  email: Biplab_Mahapatra@yahoo.com
  organization: Xavier Univ., Bhubaneswar, India
– sequence: 2
  givenname: Sanjay
  surname: Mohapatra
  fullname: Mohapatra, Sanjay
  organization: Inf. Syst., Xavier Univ., Bhubaneswar, India
BookMark eNotjj1PhEAUANdEE_Wks7PhD4Dv7QfvURLUk-QSr7irLwvs6hpuIUDjv1ej1SRTTOZWXMYxOiHuEXJEKB-bujnkEtDkii9EUhKjgRJAM-lrkSzLJwDIgqQBuhHqyXVhCWNM92OI65KGmFbTNITOrr929OnWRbeGLq2G93EO68f5Tlx5Oywu-edGHF-eD_VrtnvbNnW1y4IEXjPUyinUHbK3ptc9OQTDYGXPypD_efXctlQUjEhQWmsVSF3Ktu09K8lqIx7-usE5d5rmcLbz14m0ogJJfQOPbUMF
CODEN IEEPAD
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/ICIT.2015.38
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE/IET Electronic Library
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE/IET Electronic Library (IEL) (UW System Shared)
  url: https://proxy.k.utb.cz/login?url=https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Statistics
EISBN 9781509004874
1509004866
9781509004867
1509004874
EndPage 214
ExternalDocumentID 7437617
Genre orig-research
GroupedDBID 6IE
6IF
6IK
6IL
6IN
AAJGR
AAWTH
ADFMO
ALMA_UNASSIGNED_HOLDINGS
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CBEJK
IEGSK
IERZE
OCL
RIE
RIL
ID FETCH-LOGICAL-i208t-143e314c18fa5d4d7e10580a2d8357f109f8bb766811709aaa302492bbdf83283
IEDL.DBID RIE
IngestDate Wed Aug 27 01:56:23 EDT 2025
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i208t-143e314c18fa5d4d7e10580a2d8357f109f8bb766811709aaa302492bbdf83283
PageCount 5
ParticipantIDs ieee_primary_7437617
PublicationCentury 2000
PublicationDate 20151201
PublicationDateYYYYMMDD 2015-12-01
PublicationDate_xml – month: 12
  year: 2015
  text: 20151201
  day: 01
PublicationDecade 2010
PublicationTitle 2015 International Conference on Information Technology (ICIT)
PublicationTitleAbbrev ICOIT
PublicationYear 2015
Publisher IEEE
Publisher_xml – name: IEEE
SSID ssj0002672507
Score 1.5824823
Snippet Selecting runtime parameters while applying Genetic Algorithm is a crucial decision. Numerous theoretical and empirical researches are performed and guidelines...
SourceID ieee
SourceType Publisher
StartPage 210
SubjectTerms Application
crossover
Encoding
Genetic Algorithm
Genetic algorithms
Guidelines
Key Decision Points
Linear programming
mutation
Optimization
Sociology
Statistics
Title Decision Points in Application of Genetic Algorithm
URI https://ieeexplore.ieee.org/document/7437617
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV27TsMwFL1qO3Xi0SLe8sBI0saJY2esClWLBOrQSt0qPyECkqokC1-PnZQUIQY2y7Lkl6xzbZ9zLsANJZIJrYynOZMuhRn1RBRyTySExYqEKqndPp_i6TJ6WJFVC24bLYzWuiKfad8Vq798lcvSPZUNLNrZWzdtQ5vSpNZqNe8pOKYWzWnDbU8Gs_Fs4bhbxHfikx-5UyromBzA43enNWPk1S8L4cvPX36M_x3VIfT3Ij00b-DnCFo6O4auCx5r7-UehHe7BDponqdZ8YHSDI32H9YoN8i5TtvGaPT2nG_T4uW9D8vJ_WI89XZJErwUD1nh2XhHh0EkA2Y4UZGi2kZMbMixsrEVNXYhDBOCxrFTlA4TznlYuQQKoYw9zSw8gU6WZ_oUEOGRCThOeMDtvUHabcIyMAoHkeBEY3YGPTf79ab2wVjvJn7-d_UFdN3i19SPS-gU21JfWQAvxHW1c18Zq5q0
linkProvider IEEE
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PT8IwFH5BPMjJH2D8bQ8e3WDdunZHghJQIBwg4UbatdVF3QyOi3-97YbDGA_elmbJ1r4033vt930P4IaSmAkltaM4i20LM-qIwOeOiAgLJfFlVLp9TsLBPHhYkEUNbistjFKqIJ8p1z4Wd_kyi9f2qKxt0M5U3XQHdompKmip1qpOVHBIDZ7Tit0etYe94cyyt4hr5Sc_uqcU4NHfh_H3Z0vOyIu7zoUbf_5yZPzvfx1AayvTQ9MKgA6hptIjaNj0sXRfboJ_t2mhg6ZZkuYfKElRd3tljTKNrO-0eRl1X5-yVZI_v7Vg3r-f9QbOpk2Ck-AOyx2T8SjfC2KPaU5kIKkyORPrcCxNdkW1WQjNhKBhaDWlnYhz7hc-gUJIbfYz84-hnmapOgFEeKA9jiPucVM5xCZQOPa0xF4gOFGYnULTzn75XjphLDcTP_t7-Br2BrPxaDkaTh7PoWEDURJBLqCer9bq0sB5Lq6KKH4BbxOeBQ
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%3Abook&rft.genre=proceeding&rft.title=2015+International+Conference+on+Information+Technology+%28ICIT%29&rft.atitle=Decision+Points+in+Application+of+Genetic+Algorithm&rft.au=Mahapatra%2C+Biplab&rft.au=Mohapatra%2C+Sanjay&rft.date=2015-12-01&rft.pub=IEEE&rft.spage=210&rft.epage=214&rft_id=info:doi/10.1109%2FICIT.2015.38&rft.externalDocID=7437617