Bat algorithm applied to continuous constrained optimization problems

Many optimization techniques have been proposed for solving economic load and or emission dispatch problems in power generation plants. Among them, bio-inspired techniques have become popular due to their performance and simplicity. Bat Algorithm (BA) is one of the newer additions in the field altho...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Journal of information & optimization sciences Ročník 42; číslo 1; s. 57 - 75
Hlavní autoři: Karakonstantis, Ioannis, Vlachos, Aristidis
Médium: Journal Article
Jazyk:angličtina
Vydáno: Taylor & Francis 02.01.2021
Témata:
90-08 Computational methods for problems pertaining to operations research and mathematical programming
Bat Algorithm
Bio-inspired algorithms
Continuous Optimization
Economic Load Dispatch Problem
ISSN:0252-2667, 2169-0103
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract Many optimization techniques have been proposed for solving economic load and or emission dispatch problems in power generation plants. Among them, bio-inspired techniques have become popular due to their performance and simplicity. Bat Algorithm (BA) is one of the newer additions in the field although it has been applied in a series of evaluation tests. The method is trying to replicate the echolocation behavior of bats with artificial ones. In this paper, we apply BA to the well-known problem of economic load dispatch, in different power demand scenarios. Its performance in terms of solution fitness is compared with other optimizations techniques proposed in the literature for the same scenarios.
AbstractList Many optimization techniques have been proposed for solving economic load and or emission dispatch problems in power generation plants. Among them, bio-inspired techniques have become popular due to their performance and simplicity. Bat Algorithm (BA) is one of the newer additions in the field although it has been applied in a series of evaluation tests. The method is trying to replicate the echolocation behavior of bats with artificial ones. In this paper, we apply BA to the well-known problem of economic load dispatch, in different power demand scenarios. Its performance in terms of solution fitness is compared with other optimizations techniques proposed in the literature for the same scenarios.
Author Karakonstantis, Ioannis
Vlachos, Aristidis
Author_xml – sequence: 1
  givenname: Ioannis
  surname: Karakonstantis
  fullname: Karakonstantis, Ioannis
  email: giannis@karakonstantis.gr
  organization: University of Piraeus
– sequence: 2
  givenname: Aristidis
  surname: Vlachos
  fullname: Vlachos, Aristidis
  organization: University of Piraeus
BookMark eNqFkEFLAzEUhINUsK3-BGH_wNaXbJo0eFFLq0LBi55DNslqZDdZkhSpv96urRcPenoDb76BmQka-eAtQpcYZhgWcAVkTghjfEYAixlmgnIKJ2hM9rIEDNUIjQdPOZjO0CSldwAqGPAxWt2pXKj2NUSX37pC9X3rrClyKHTw2flt2KZBphyV8_tP6LPr3KfKLviij6FubZfO0Wmj2mQvjneKXtar5-VDuXm6f1zebkpNKOTSKALcLrSpBW40I0RTXCkNphKDJhSDxlwIPhc1xdRApWqmMVsANw22ppqi-SFXx5BStI3so-tU3EkMcthC_mwhhy3kcYs9d_2L0y5_Vxhqtf_SNwfa-SbETn2E2BqZ1a4NsYnKa5dk9XfEF5S8eqw
CitedBy_id crossref_primary_10_1080_02522667_2022_2092224
crossref_primary_10_1109_ACCESS_2021_3083593
crossref_primary_10_1016_j_epsr_2022_107834
crossref_primary_10_1109_ACCESS_2020_3028012
crossref_primary_10_1007_s10462_021_10052_w
crossref_primary_10_1155_2022_1870136
Cites_doi 10.1016/0360-8352(85)90019-1
10.1108/02644401211235834
10.1016/j.ijepes.2007.06.016
10.1504/IJCISTUDIES.2013.057637
10.1145/321062.321069
10.1080/09720529.2018.1449353
10.1049/ip-c.1993.0074
10.1007/978-3-642-12538-6_6
10.1109/TDCLA.2006.311397
10.1016/S0378-7796(99)00079-6
10.1109/59.387916
10.1063/1.3526203
10.1007/s00521-013-1498-4
10.1080/09720529.2018.1526765
ContentType Journal Article
Copyright 2021 Taru Publications 2021
Copyright_xml – notice: 2021 Taru Publications 2021
DBID AAYXX
CITATION
DOI 10.1080/02522667.2019.1694740
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Computer Science
EISSN 2169-0103
EndPage 75
ExternalDocumentID 10_1080_02522667_2019_1694740
1694740
Genre Research Article
GroupedDBID -~X
.DC
29K
30N
4.4
5GY
ABCCY
ABFIM
ABJNI
ABPEM
ABTAI
ABXYU
ACGFS
ACTIO
ADCVX
AEYOC
AGDLA
AIJEM
AKOOK
ALMA_UNASSIGNED_HOLDINGS
ALQZU
AQRUH
AQTUD
AVBZW
AWYRJ
BLEHA
CCCUG
D-I
DGEBU
DKSSO
EBS
E~A
E~B
GTTXZ
H13
HZ~
H~P
IPNFZ
KYCEM
LJTGL
M4Z
O9-
P2P
PQQKQ
PZZ
S-T
SJN
SNACF
TDBHL
TFW
TN5
TTHFI
UT5
AAYXX
CITATION
ID FETCH-LOGICAL-c240t-da207e8cdb91fc622c413ac0d3922c42410c1799759b414d03ab6c16807df1ed3
IEDL.DBID TFW
ISICitedReferencesCount 16
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000626243600007&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0252-2667
IngestDate Sat Nov 29 03:19:18 EST 2025
Tue Nov 18 21:31:49 EST 2025
Mon Oct 20 23:48:53 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c240t-da207e8cdb91fc622c413ac0d3922c42410c1799759b414d03ab6c16807df1ed3
PageCount 19
ParticipantIDs informaworld_taylorfrancis_310_1080_02522667_2019_1694740
crossref_primary_10_1080_02522667_2019_1694740
crossref_citationtrail_10_1080_02522667_2019_1694740
PublicationCentury 2000
PublicationDate 01/02/2021
PublicationDateYYYYMMDD 2021-01-02
PublicationDate_xml – month: 01
  year: 2021
  text: 01/02/2021
  day: 02
PublicationDecade 2020
PublicationTitle Journal of information & optimization sciences
PublicationYear 2021
Publisher Taylor & Francis
Publisher_xml – name: Taylor & Francis
References CIT0010
CIT0011
Park Jong-Bae (CIT0001) 2006; 25
Barati H. (CIT0012) 2016
Yang X.-S. (CIT0019)
CIT0003
CIT0014
CIT0002
CIT0005
CIT0016
Yang X. S. (CIT0013) 2010; 284
CIT0015
CIT0007
CIT0018
CIT0006
CIT0017
Ratniyomchai T. (CIT0004) 2010; 5
CIT0009
CIT0008
References_xml – ident: CIT0016
  doi: 10.1016/0360-8352(85)90019-1
– ident: CIT0018
– ident: CIT0014
  doi: 10.1108/02644401211235834
– ident: CIT0003
  doi: 10.1016/j.ijepes.2007.06.016
– volume: 25
  start-page: 7
  issue: 1
  year: 2006
  ident: CIT0001
  publication-title: in 2006 IEEE Power Engineering Society General Meeting
– ident: CIT0009
  doi: 10.1504/IJCISTUDIES.2013.057637
– ident: CIT0017
  doi: 10.1145/321062.321069
– ident: CIT0011
  doi: 10.1080/09720529.2018.1449353
– ident: CIT0007
  doi: 10.1049/ip-c.1993.0074
– volume: 284
  start-page: 65
  year: 2010
  ident: CIT0013
  publication-title: Stud. Comput. Intell
  doi: 10.1007/978-3-642-12538-6_6
– ident: CIT0005
  doi: 10.1109/TDCLA.2006.311397
– year: 2016
  ident: CIT0012
  publication-title: Ain Shams Eng. J
– volume: 5
  start-page: 248
  issue: 4
  year: 2010
  ident: CIT0004
  publication-title: Syst. Control
– ident: CIT0008
  doi: 10.1016/S0378-7796(99)00079-6
– ident: CIT0002
  doi: 10.1109/59.387916
– ident: CIT0006
  doi: 10.1063/1.3526203
– ident: CIT0015
  doi: 10.1007/s00521-013-1498-4
– ident: CIT0019
  publication-title: MathWorks File Exchange
– ident: CIT0010
  doi: 10.1080/09720529.2018.1526765
SSID ssj0049607
Score 2.233735
Snippet Many optimization techniques have been proposed for solving economic load and or emission dispatch problems in power generation plants. Among them,...
SourceID crossref
informaworld
SourceType Enrichment Source
Index Database
Publisher
StartPage 57
SubjectTerms 90-08 Computational methods for problems pertaining to operations research and mathematical programming
Bat Algorithm
Bio-inspired algorithms
Continuous Optimization
Economic Load Dispatch Problem
Title Bat algorithm applied to continuous constrained optimization problems
URI https://www.tandfonline.com/doi/abs/10.1080/02522667.2019.1694740
Volume 42
WOSCitedRecordID wos000626243600007&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: PRVAWR
  databaseName: Taylor & Francis Journals Complete
  customDbUrl:
  eissn: 2169-0103
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0049607
  issn: 0252-2667
  databaseCode: TFW
  dateStart: 19800101
  isFulltext: true
  titleUrlDefault: https://www.tandfonline.com
  providerName: Taylor & Francis
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELZQxcBCeYrykgfWlDhxnXoE1IqpYiiiW-QnVGoT1Lj8fs6Jg9oBGGCzFF1inc_3naPz9yF0o2QGpxIrI61tGnmxbU95KyMhAN0lIZlkohabyCaT4WzGn0I3YRXaKv0Z2jZEEXWu9ptbyKrtiLsFmIaigWW-MYv3CeMUvgdZGCp7H-PT8UubiynU5_WFabCIvEl7h-e7t2yh0xZ36QbqjLv_MN8DtB9KTnzXxMgh2jHFEeq2cg447O5jNLoXDovFa7mau7clFk19il2JfT_7vFiX68oPq1pWAp6UkG6W4R4nDso01Ql6Ho-mD49RUFmIFKC5i7RI4swMlZacWMWSRAGuCRVrqJxgDAgfK08blw24pITqOBWSKcJgSbUlRqenqFOUhTlDeGC0VtpKldKYQnAIYwiXkDKIIoaxQQ_R1ru5ChTkfsqLnLRMpcFVuXdVHlzVQ_0vs_eGg-M3A765dLmrf37YRqkkT3-0Pf-D7QXaS3zLi_9Dk1yijlutzRXaVR9uXq2u68j8BN0u3y8
linkProvider Taylor & Francis
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELagIMFCeYry9MCaEufhNCMgqiJKpyK6RX4FKrUNalJ-P3eJg9oBGGCzFF1ine37Ltbd9xFypWQEfyWpdLROfQfFtpHyVjpCALpLxiLJRSk2EQ0GndEoXu6FwbJK_IdOK6KIMlbj4cbL6Lok7hpwGrIGHmFlVtxmPA7gg-tkIwSsxbK-YfeljsYBZOhlyzSYOGhTd_F895oVfFphL13CnW7zP2a8S3Zs1klvqm2yR9bMbJ80a0UHag_4Abm_FQUVk9dsPi7eplRUKSotMool7ePZIlvkOMxLZQl4kkHEmdpWTmrFafJD8ty9H971HCu04CgA9MLRwnMj01FaxixV3PMUQJtQrobkCcYA8q5C5rgojGXAAu36QnLFOKyqTpnR_hFpzLKZOSY0NFornUrlB24A-0MYw2IJUYMpZjgPWySo3Zsoy0KOU54krCYrta5K0FWJdVWLtL_M3isajt8M4uW1S4ry_iOtxEoS_0fbkz_YXpKt3vCpn_QfBo-nZNvDChi8sPHOSKOYL8w52VQfxTifX5Tb9BP7ZuNQ
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELagIMRCeYry9MCaEiep04w8GoFAVYciukV-QqU2qZqU3885cVA7AANslqJLrPP5vnN0_j6ErgQP4VSiuSOl9h0jtm0ob7nDGKA7JyTklJViE2G_3x2NooHtJsxtW6U5Q-uKKKLM1WZzz6SuO-KuAaahaKChacyK2oRGAXxvHW2U5FgQ0sP4tU7GARTo5Y1pMHGMTX2J57vXrMDTCnnpEuzEzX-Y8C7asTUnvqmCZA-tqXQfNWs9B2y39wHq3bICs8lbNh8X71PMqgIVFxk2De3jdJEtcjPMS10JeJJBvpnai5zYStPkh-gl7g3vHhwrs-AIgPPCkcxzQ9UVkkdEC-p5AoCNCVdC6QRjgHhXGN64sBPxgATS9RmnglBYU6mJkv4RaqRZqo4R7igphdRc-IEbQHQwpUjEIWcQQRSlnRYKau8mwnKQmylPElJTlVpXJcZViXVVC7W_zGYVCcdvBtHy0iVF-fdDV1Ilif-j7ckfbC_R1uA-Tp4f-0-naNsz7S_mb413hhrFfKHO0ab4KMb5_KIM0k84RuH0
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=Bat+algorithm+applied+to+continuous+constrained+optimization+problems&rft.jtitle=Journal+of+information+%26+optimization+sciences&rft.au=Karakonstantis%2C+Ioannis&rft.au=Vlachos%2C+Aristidis&rft.date=2021-01-02&rft.pub=Taylor+%26+Francis&rft.issn=0252-2667&rft.eissn=2169-0103&rft.volume=42&rft.issue=1&rft.spage=57&rft.epage=75&rft_id=info:doi/10.1080%2F02522667.2019.1694740&rft.externalDocID=1694740
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0252-2667&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0252-2667&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0252-2667&client=summon