Balanced fuzzy particle swarm optimization

Balanced fuzzy particle swarm optimization

In the present study an extension of particle swarm optimization (PSO) algorithm which is in conformity with actual nature is introduced for solving combinatorial optimization problems. Development of this algorithm is essentially based on balanced fuzzy sets theory. The classical fuzzy sets theory...

Full description

Saved in:
Bibliographic Details
Published in:Applied mathematical modelling Vol. 36; no. 5; pp. 2169 - 2177
Main Authors: Robati, Amir, Barani, Gholam Abbas, Nezam Abadi Pour, Hossein, Fadaee, Mohammad Javad, Rahimi Pour Anaraki, Javad
Format: Journal Article
Language:English
Published: Elsevier Inc 01-05-2012
Subjects:
Algorithms
Balanced fuzzy
Balancing
Combinatorial analysis
Discrete optimization
Fuzzy
Fuzzy logic
Fuzzy set theory
Mathematical models
Membership function
Optimization
Particle swarm optimization
Discrete optimization
Membership function
Balanced fuzzy
Particle swarm optimization
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract In the present study an extension of particle swarm optimization (PSO) algorithm which is in conformity with actual nature is introduced for solving combinatorial optimization problems. Development of this algorithm is essentially based on balanced fuzzy sets theory. The classical fuzzy sets theory cannot distinguish differences between positive and negative information of membership functions, while in the new method both kinds of information “positive and negative” about membership function are equally important. The balanced fuzzy particle swarm optimization algorithm is used for fundamental optimization problem entitled traveling salesman problem (TSP). For convergence inspecting of new algorithm, method was used for TSP problems. Convergence curves were represented fast convergence in restricted and low iterations for balanced fuzzy particle swarm optimization algorithm (BF-PSO) comparison with fuzzy particle swarm optimization algorithm (F-PSO).
AbstractList In the present study an extension of particle swarm optimization (PSO) algorithm which is in conformity with actual nature is introduced for solving combinatorial optimization problems. Development of this algorithm is essentially based on balanced fuzzy sets theory. The classical fuzzy sets theory cannot distinguish differences between positive and negative information of membership functions, while in the new method both kinds of information "positive and negative" about membership function are equally important. The balanced fuzzy particle swarm optimization algorithm is used for fundamental optimization problem entitled traveling salesman problem (TSP). For convergence inspecting of new algorithm, method was used for TSP problems. Convergence curves were represented fast convergence in restricted and low iterations for balanced fuzzy particle swarm optimization algorithm (BF-PSO) comparison with fuzzy particle swarm optimization algorithm (F-PSO).
Author Fadaee, Mohammad Javad
Barani, Gholam Abbas
Robati, Amir
Nezam Abadi Pour, Hossein
Rahimi Pour Anaraki, Javad
Author_xml – sequence: 1
  givenname: Amir
  surname: Robati
  fullname: Robati, Amir
  email: ammirrr@yahoo.com
  organization: Shahid Bahonar University, Civil Engineering Department, Kerman, Iran
– sequence: 2
  givenname: Gholam Abbas
  surname: Barani
  fullname: Barani, Gholam Abbas
  organization: Civil Engineering Department, College of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran
– sequence: 3
  givenname: Hossein
  surname: Nezam Abadi Pour
  fullname: Nezam Abadi Pour, Hossein
  organization: Electrical Engineering Department, College of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran
– sequence: 4
  givenname: Mohammad Javad
  surname: Fadaee
  fullname: Fadaee, Mohammad Javad
  organization: Civil Engineering Department, College of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran
– sequence: 5
  givenname: Javad
  surname: Rahimi Pour Anaraki
  fullname: Rahimi Pour Anaraki, Javad
  organization: Shahid Bahonar University, Computer Engineering Department, Kerman, Iran
BookMark eNp9kE1LxDAQhnNYwd3VH-CtRxFaJ02TNHjSxS9Y8KLgLSRpClnapiZdZfvrzbKePQ0Dzzu886zQYvCDRegKQ4EBs9tdoca-KAHjAuoCgC3QEgjwXED1eY5WMe4AgKZtiW4eVKcGY5us3c_zIRtVmJzpbBZ_VOgzP06ud7OanB8u0Fmrumgv_-YafTw9vm9e8u3b8-vmfpsbwsmU21JQArTUmqnUhtYVYUJUvGWiVpRVgldgSNk0imputOIMK80a0LwqSWs0WaPr090x-K-9jZPsXTS2Sz2t30eZfgQBhDKcUHxCTfAxBtvKMbhehUOCjhyTO5lcyKMLCbVMLlLm7pSx6YdvZ4OMxtmjAhesmWTj3T_pX-FGaZs
CitedBy_id crossref_primary_10_3390_systems11020083
crossref_primary_10_1155_2015_931256
crossref_primary_10_1016_j_swevo_2018_01_011
crossref_primary_10_1016_j_swevo_2019_04_011
crossref_primary_10_1016_j_engappai_2020_103771
crossref_primary_10_1016_j_asoc_2017_04_025
crossref_primary_10_1590_0101_7438_2015_035_03_0465
crossref_primary_10_3233_JIFS_191198
crossref_primary_10_1155_2013_964262
crossref_primary_10_4018_IJFSA_2019010105
crossref_primary_10_1016_j_knosys_2012_12_009
crossref_primary_10_1007_s12008_023_01464_9
crossref_primary_10_1007_s10796_013_9407_z
crossref_primary_10_1016_j_apm_2014_02_030
Cites_doi 10.1016/j.eswa.2010.12.105
10.1016/j.eswa.2009.08.015
10.1080/01969720590961754
10.1109/TEC.2003.821821
10.1111/j.1468-0394.2010.00517.x
10.1016/j.mcm.2006.04.014
10.1016/j.ins.2005.12.003
10.1109/TSMCB.2003.818557
10.1016/j.eswa.2008.08.054
10.1016/j.eswa.2010.10.084
10.1109/TAP.2004.823969
10.1109/TEVC.2004.826070
10.1109/TPWRS.2005.846049
10.1016/j.asoc.2008.01.002
10.1016/j.eswa.2010.04.056
10.1016/j.eswa.2008.07.043
ContentType Journal Article
Copyright 2011 Elsevier Inc.
Copyright_xml – notice: 2011 Elsevier Inc.
DBID 6I.
AAFTH
AAYXX
CITATION
7SC
8FD
JQ2
L7M
L~C
L~D
DOI 10.1016/j.apm.2011.08.006
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
Computer and Information Systems Abstracts
Technology Research Database
ProQuest Computer Science Collection
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Computer and Information Systems Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Advanced Technologies Database with Aerospace
ProQuest Computer Science Collection
Computer and Information Systems Abstracts Professional
DatabaseTitleList Computer and Information Systems Abstracts
DeliveryMethod fulltext_linktorsrc
Discipline Mathematics
EndPage 2177
ExternalDocumentID 10_1016_j_apm_2011_08_006
S0307904X11005063
GroupedDBID --K
--M
-~X
.DC
.~1
0R~
1B1
1RT
1~.
1~5
23M
4.4
457
4G.
5GY
5VS
6I.
7-5
71M
8P~
9JN
AACTN
AAEDT
AAEDW
AAFTH
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
ABAOU
ABEFU
ABFNM
ABMAC
ABVKL
ABXDB
ABYKQ
ACAZW
ACDAQ
ACGFS
ACNNM
ACRLP
ADBBV
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AEXQZ
AFFNX
AFKWA
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIGVJ
AIKHN
AITUG
AJBFU
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
ARUGR
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HZ~
IHE
IXB
J1W
JJJVA
KOM
LG9
LY7
M26
M41
MHUIS
MO0
MVM
N9A
NCXOZ
O-L
O9-
OAUVE
OK1
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RIG
ROL
RPZ
SDF
SDG
SES
SEW
SPC
SPCBC
SST
SSW
SSZ
T5K
TN5
WH7
WUQ
XJT
XPP
ZMT
~02
~G-
0SF
AAXKI
AAYXX
ADVLN
AFJKZ
AKRWK
CITATION
7SC
8FD
JQ2
L7M
L~C
L~D
ID FETCH-LOGICAL-c373t-e2953052bb6a016584369947f698a5649740c32dda5b7cba761ab6d0b7423fcb3
ISSN 0307-904X
IngestDate Sat Oct 05 05:05:35 EDT 2024
Thu Sep 26 19:03:28 EDT 2024
Fri Feb 23 02:30:27 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 5
Keywords Discrete optimization
Membership function
Balanced fuzzy
Particle swarm optimization
Language English
License http://www.elsevier.com/open-access/userlicense/1.0
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c373t-e2953052bb6a016584369947f698a5649740c32dda5b7cba761ab6d0b7423fcb3
Notes ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
OpenAccessLink https://dx.doi.org/10.1016/j.apm.2011.08.006
PQID 1010903561
PQPubID 23500
PageCount 9
ParticipantIDs proquest_miscellaneous_1010903561
crossref_primary_10_1016_j_apm_2011_08_006
elsevier_sciencedirect_doi_10_1016_j_apm_2011_08_006
PublicationCentury 2000
PublicationDate 2012-05-01
PublicationDateYYYYMMDD 2012-05-01
PublicationDate_xml – month: 05
  year: 2012
  text: 2012-05-01
  day: 01
PublicationDecade 2010
PublicationTitle Applied mathematical modelling
PublicationYear 2012
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
References Kennedy, Eberhart, Shi (b0080) 2001
Kuo, Horng, Kao, Lin, Lee, Pan (b0095) 2009; 2
Feng (b0075) 2005; 36
Kang, Wang, Wu (b0045) 2006; 12
Lin, Horng, Kao, Chen, Run, Chen (b0110) 2010
Clerc (b0135) 1999
Wang Lei, Kang Qi, Wu Qidi, Fuzzy logic based multi-optimum programming in particle swarm optimization, in: IEEE International Conference on Networking, Sensing and Control, Tucson, Arizona, USA, 2005, pp. 473–477.
Kuo, Horng, Kao, Lin, Lee, Terano (b0100) 2009; 36
Messerschmidt, Engelbrecht (b0065) 2004; 8
Mohemmed, Sahoo, Geok (b0105) 2008; 8
Xinwang (b0020) 2007; 45
Homenda (b0015) 2006
Robinson, Rahmat-samii (b0070) 2004; 52
Esmin, Lambert-Torres, Zamborni de Souza (b0035) 2005; 20
Kenedy, Eberhart (b0150) 1995; vol. IV
Schrijver (b0140) 2005
Kuo, Horng, Kao, Lin, Lee, Chen (b0115) 2010; 27
Wei Pang, Kang-ping Wang, Chun-guang Zhou, Long-jiang Dong, Fuzzy discrete particle swarm optimization traveling salesman problem, in: Fourth International Conference on Computer and Information Technology, 2004 (CIT’04).
Lin, Horng, Kao, Huang, Fahn, Lai (b0090) 2010; 37
Bggs, Lloyd, Wilson (b0145) 1976
Hsu, Horng, He, Fan, Kao, Khan, Run, Lai, Chen (b0120) 2011; 38
Eberhart, Shi (b0155) 2001
Juang (b0060) 2003; 34
Hsu, Horng, Fan, Khan, Wang, Run (b0085) 2011; 38
Gaing (b0040) 2004; 19
Eberhart, Shi (b0160) 2000
Clerc (10.1016/j.apm.2011.08.006_b0135) 1999
Lin (10.1016/j.apm.2011.08.006_b0110) 2010
Xinwang (10.1016/j.apm.2011.08.006_b0020) 2007; 45
Hsu (10.1016/j.apm.2011.08.006_b0085) 2011; 38
Kuo (10.1016/j.apm.2011.08.006_b0095) 2009; 2
Esmin (10.1016/j.apm.2011.08.006_b0035) 2005; 20
Eberhart (10.1016/j.apm.2011.08.006_b0155) 2001
Robinson (10.1016/j.apm.2011.08.006_b0070) 2004; 52
Schrijver (10.1016/j.apm.2011.08.006_b0140) 2005
Kang (10.1016/j.apm.2011.08.006_b0045) 2006; 12
Eberhart (10.1016/j.apm.2011.08.006_b0160) 2000
Kuo (10.1016/j.apm.2011.08.006_b0115) 2010; 27
10.1016/j.apm.2011.08.006_b0055
Juang (10.1016/j.apm.2011.08.006_b0060) 2003; 34
Homenda (10.1016/j.apm.2011.08.006_b0015) 2006
Kuo (10.1016/j.apm.2011.08.006_b0100) 2009; 36
Gaing (10.1016/j.apm.2011.08.006_b0040) 2004; 19
Hsu (10.1016/j.apm.2011.08.006_b0120) 2011; 38
Lin (10.1016/j.apm.2011.08.006_b0090) 2010; 37
Mohemmed (10.1016/j.apm.2011.08.006_b0105) 2008; 8
Bggs (10.1016/j.apm.2011.08.006_b0145) 1976
Messerschmidt (10.1016/j.apm.2011.08.006_b0065) 2004; 8
10.1016/j.apm.2011.08.006_b0005
Kenedy (10.1016/j.apm.2011.08.006_b0150) 1995; vol. IV
Kennedy (10.1016/j.apm.2011.08.006_b0080) 2001
Feng (10.1016/j.apm.2011.08.006_b0075) 2005; 36
References_xml – start-page: 2629
  year: 2010
  end-page: 2636
  ident: b0110
  article-title: An efficient job-shop scheduling algorithm based on particle swarm optimization
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Chen
– volume: 12
  start-page: 66
  year: 2006
  end-page: 76
  ident: b0045
  article-title: Research on fuzzy adaptive optimization strategy of particle swarm algorithm
  publication-title: Int. J. Inform. Technol.
  contributor:
    fullname: Wu
– volume: 8
  start-page: 1643
  year: 2008
  end-page: 1653
  ident: b0105
  article-title: Solving shortest path problem using particle swarm optimization
  publication-title: Appl. Soft Comput.
  contributor:
    fullname: Geok
– start-page: 2467
  year: 2006
  end-page: 2506
  ident: b0015
  article-title: Balanced fuzzy sets
  publication-title: Inform. Sci.
  contributor:
    fullname: Homenda
– volume: 38
  start-page: 7582
  year: 2011
  end-page: 7602
  ident: b0120
  article-title: Mutual funds trading strategy based on particle swarm optimization
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Chen
– volume: 27
  start-page: 166
  year: 2010
  end-page: 179
  ident: b0115
  article-title: A hybrid swarm intelligence algorithm for the traveling salesman problem
  publication-title: Expert Syst.
  contributor:
    fullname: Chen
– volume: 37
  start-page: 7825
  year: 2010
  end-page: 7830
  ident: b0090
  article-title: An efficient bi-objective personal assignment based on a hybrid particle swarm optimization model
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Lai
– volume: 20
  start-page: 859
  year: 2005
  end-page: 866
  ident: b0035
  article-title: A hybrid particle swarm optimization applied to loss power minimization
  publication-title: IEEE Trans. Power Syst.
  contributor:
    fullname: Zamborni de Souza
– volume: 19
  start-page: 384
  year: 2004
  end-page: 391
  ident: b0040
  article-title: A particle swarm optimization approach for optimum design of PID controller in AVR system
  publication-title: IEEE Trans. Energy Convers.
  contributor:
    fullname: Gaing
– start-page: 1
  year: 2005
  end-page: 68
  ident: b0140
  article-title: On the history of combinatorial optimization (till 1960)
  publication-title: Handbook of Discrete Optimization
  contributor:
    fullname: Schrijver
– volume: 2
  start-page: 6108
  year: 2009
  end-page: 6117
  ident: b0095
  article-title: An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Pan
– start-page: 81
  year: 2001
  end-page: 86
  ident: b0155
  article-title: Particle swarm optimization: developments, applications and resources
  publication-title: Proceedings of Congress Evolutionary Computation
  contributor:
    fullname: Shi
– year: 1976
  ident: b0145
  article-title: Graph Theory
  contributor:
    fullname: Wilson
– volume: 8
  start-page: 280
  year: 2004
  end-page: 288
  ident: b0065
  article-title: Learning to play games using a PSO-based competitive learning approach
  publication-title: IEEE Trans. Evol. Comput.
  contributor:
    fullname: Engelbrecht
– volume: 36
  start-page: 623
  year: 2005
  end-page: 639
  ident: b0075
  article-title: Self-generation fuzzy modeling systems through hierarchical recursive-based particle swarm optimization
  publication-title: Cybernet. Syst.: Int. J.
  contributor:
    fullname: Feng
– start-page: 84
  year: 2000
  end-page: 88
  ident: b0160
  article-title: Comparing inertia weights and construction factors in particle swarm optimization
  publication-title: Proceedings of Congress Evolutionary Computation
  contributor:
    fullname: Shi
– volume: 52
  start-page: 397
  year: 2004
  end-page: 407
  ident: b0070
  article-title: Particle swarm optimization in electromagnetic
  publication-title: IEEE Trans. Anten. Propagat.
  contributor:
    fullname: Rahmat-samii
– volume: 34
  start-page: 997
  year: 2003
  end-page: 1006
  ident: b0060
  article-title: A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
  publication-title: IEEE Trans. Syst. Man Cybernet.
  contributor:
    fullname: Juang
– volume: 38
  start-page: 5525
  year: 2011
  end-page: 5531
  ident: b0085
  article-title: MTPSO algorithm for solving planer graph coloring problem
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Run
– start-page: 1951
  year: 1999
  end-page: 1957
  ident: b0135
  article-title: The swarm and the queen: towards a deterministic and adaptive particle swarm optimization
  publication-title: Proceedings of Congress on Evolutionary Computation
  contributor:
    fullname: Clerc
– volume: 45
  start-page: 177
  year: 2007
  end-page: 188
  ident: b0020
  article-title: Parameterized defuzzification with maximum entropy weighting function – another view of the weighting function expectation method
  publication-title: Math. Comput. Model.
  contributor:
    fullname: Xinwang
– volume: vol. IV
  start-page: 1942
  year: 1995
  end-page: 1948
  ident: b0150
  article-title: Particle swarm optimization
  publication-title: IEEE International Conference on Neural Networks, Perth, Australia
  contributor:
    fullname: Eberhart
– year: 2001
  ident: b0080
  article-title: The Particle Swarm, Swarm Intelligence
  contributor:
    fullname: Shi
– volume: 36
  start-page: 7027
  year: 2009
  end-page: 7032
  ident: b0100
  article-title: An efficient flow-shop scheduling algorithm based on hybrid particle swarm optimization model
  publication-title: Expert Syst. Appl.
  contributor:
    fullname: Terano
– volume: vol. IV
  start-page: 1942
  year: 1995
  ident: 10.1016/j.apm.2011.08.006_b0150
  article-title: Particle swarm optimization
  contributor:
    fullname: Kenedy
– volume: 38
  start-page: 7582
  year: 2011
  ident: 10.1016/j.apm.2011.08.006_b0120
  article-title: Mutual funds trading strategy based on particle swarm optimization
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2010.12.105
  contributor:
    fullname: Hsu
– volume: 12
  start-page: 66
  issue: 3
  year: 2006
  ident: 10.1016/j.apm.2011.08.006_b0045
  article-title: Research on fuzzy adaptive optimization strategy of particle swarm algorithm
  publication-title: Int. J. Inform. Technol.
  contributor:
    fullname: Kang
– start-page: 2629
  issue: 37
  year: 2010
  ident: 10.1016/j.apm.2011.08.006_b0110
  article-title: An efficient job-shop scheduling algorithm based on particle swarm optimization
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2009.08.015
  contributor:
    fullname: Lin
– ident: 10.1016/j.apm.2011.08.006_b0055
– volume: 36
  start-page: 623
  year: 2005
  ident: 10.1016/j.apm.2011.08.006_b0075
  article-title: Self-generation fuzzy modeling systems through hierarchical recursive-based particle swarm optimization
  publication-title: Cybernet. Syst.: Int. J.
  doi: 10.1080/01969720590961754
  contributor:
    fullname: Feng
– volume: 19
  start-page: 384
  issue: 2
  year: 2004
  ident: 10.1016/j.apm.2011.08.006_b0040
  article-title: A particle swarm optimization approach for optimum design of PID controller in AVR system
  publication-title: IEEE Trans. Energy Convers.
  doi: 10.1109/TEC.2003.821821
  contributor:
    fullname: Gaing
– year: 1976
  ident: 10.1016/j.apm.2011.08.006_b0145
  contributor:
    fullname: Bggs
– start-page: 81
  year: 2001
  ident: 10.1016/j.apm.2011.08.006_b0155
  article-title: Particle swarm optimization: developments, applications and resources
  contributor:
    fullname: Eberhart
– volume: 27
  start-page: 166
  year: 2010
  ident: 10.1016/j.apm.2011.08.006_b0115
  article-title: A hybrid swarm intelligence algorithm for the traveling salesman problem
  publication-title: Expert Syst.
  doi: 10.1111/j.1468-0394.2010.00517.x
  contributor:
    fullname: Kuo
– volume: 45
  start-page: 177
  year: 2007
  ident: 10.1016/j.apm.2011.08.006_b0020
  article-title: Parameterized defuzzification with maximum entropy weighting function – another view of the weighting function expectation method
  publication-title: Math. Comput. Model.
  doi: 10.1016/j.mcm.2006.04.014
  contributor:
    fullname: Xinwang
– start-page: 2467
  year: 2006
  ident: 10.1016/j.apm.2011.08.006_b0015
  article-title: Balanced fuzzy sets
  publication-title: Inform. Sci.
  doi: 10.1016/j.ins.2005.12.003
  contributor:
    fullname: Homenda
– volume: 34
  start-page: 997
  year: 2003
  ident: 10.1016/j.apm.2011.08.006_b0060
  article-title: A hybrid of genetic algorithm and particle swarm optimization for recurrent network design
  publication-title: IEEE Trans. Syst. Man Cybernet.
  doi: 10.1109/TSMCB.2003.818557
  contributor:
    fullname: Juang
– volume: 36
  start-page: 7027
  year: 2009
  ident: 10.1016/j.apm.2011.08.006_b0100
  article-title: An efficient flow-shop scheduling algorithm based on hybrid particle swarm optimization model
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2008.08.054
  contributor:
    fullname: Kuo
– volume: 38
  start-page: 5525
  year: 2011
  ident: 10.1016/j.apm.2011.08.006_b0085
  article-title: MTPSO algorithm for solving planer graph coloring problem
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2010.10.084
  contributor:
    fullname: Hsu
– volume: 52
  start-page: 397
  year: 2004
  ident: 10.1016/j.apm.2011.08.006_b0070
  article-title: Particle swarm optimization in electromagnetic
  publication-title: IEEE Trans. Anten. Propagat.
  doi: 10.1109/TAP.2004.823969
  contributor:
    fullname: Robinson
– volume: 8
  start-page: 280
  year: 2004
  ident: 10.1016/j.apm.2011.08.006_b0065
  article-title: Learning to play games using a PSO-based competitive learning approach
  publication-title: IEEE Trans. Evol. Comput.
  doi: 10.1109/TEVC.2004.826070
  contributor:
    fullname: Messerschmidt
– start-page: 1
  year: 2005
  ident: 10.1016/j.apm.2011.08.006_b0140
  article-title: On the history of combinatorial optimization (till 1960)
  contributor:
    fullname: Schrijver
– start-page: 1951
  year: 1999
  ident: 10.1016/j.apm.2011.08.006_b0135
  article-title: The swarm and the queen: towards a deterministic and adaptive particle swarm optimization
  contributor:
    fullname: Clerc
– year: 2001
  ident: 10.1016/j.apm.2011.08.006_b0080
  contributor:
    fullname: Kennedy
– volume: 20
  start-page: 859
  issue: 2
  year: 2005
  ident: 10.1016/j.apm.2011.08.006_b0035
  article-title: A hybrid particle swarm optimization applied to loss power minimization
  publication-title: IEEE Trans. Power Syst.
  doi: 10.1109/TPWRS.2005.846049
  contributor:
    fullname: Esmin
– volume: 8
  start-page: 1643
  year: 2008
  ident: 10.1016/j.apm.2011.08.006_b0105
  article-title: Solving shortest path problem using particle swarm optimization
  publication-title: Appl. Soft Comput.
  doi: 10.1016/j.asoc.2008.01.002
  contributor:
    fullname: Mohemmed
– volume: 37
  start-page: 7825
  year: 2010
  ident: 10.1016/j.apm.2011.08.006_b0090
  article-title: An efficient bi-objective personal assignment based on a hybrid particle swarm optimization model
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2010.04.056
  contributor:
    fullname: Lin
– volume: 2
  start-page: 6108
  issue: 36
  year: 2009
  ident: 10.1016/j.apm.2011.08.006_b0095
  article-title: An improved method for forecasting enrollments based on fuzzy time series and particle swarm optimization
  publication-title: Expert Syst. Appl.
  doi: 10.1016/j.eswa.2008.07.043
  contributor:
    fullname: Kuo
– start-page: 84
  year: 2000
  ident: 10.1016/j.apm.2011.08.006_b0160
  article-title: Comparing inertia weights and construction factors in particle swarm optimization
  contributor:
    fullname: Eberhart
– ident: 10.1016/j.apm.2011.08.006_b0005
SSID ssj0005904
Score 2.1387522
Snippet In the present study an extension of particle swarm optimization (PSO) algorithm which is in conformity with actual nature is introduced for solving...
SourceID proquest
crossref
elsevier
SourceType Aggregation Database
Publisher
StartPage 2169
SubjectTerms Algorithms
Balanced fuzzy
Balancing
Combinatorial analysis
Discrete optimization
Fuzzy
Fuzzy logic
Fuzzy set theory
Mathematical models
Membership function
Optimization
Particle swarm optimization
Title Balanced fuzzy particle swarm optimization
URI https://dx.doi.org/10.1016/j.apm.2011.08.006
https://search.proquest.com/docview/1010903561
Volume 36
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://sdu.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9NAEF7R9gIHxFOUl4zEqZaRE--u18cUUkqlVkgtUm_W7MMiFU6ipAGRX8-M12unESBA4rKKVn5lZjTzzc6Lsdeusspo6ZIsNTbhuCbKDEwCg7SyWaWkbarSjs_zs0v1bszHfbig3_uvnMY95DVVzv4Ft7uH4gb-Rp7jilzH9Y_4fki5ihTUr1br9fd43l4SL7_Boo5nqCHqtvRyE5cGMFp3XVypqoSm5HwJts0Xi4EP_4_qSZfVewgLPxgqfk-Och2PtIYOqp-5dbMFdhJ_xD_Q2Dq0zG7SieURWPD5QKezz1DXYOMT-Ap280SCUjvE5olEVypzI5Oz6UZZpD4dM6he3_ukFTFxQ4_6AS6tTUa_Kf-pvvdHD1dvYF737VjTrd7ajbU-pw-g91OPPIHAbIftDVE5oW7cG30YX570iUFFykP7TLohxMKbrMCtF_0KzWzZ9QasXNxjd1svIxp53t9nt9z0Abtz2jF3-ZAdBEGJGkGJgqBEjaBEm4LyiH06Gl-8PU7awRmJyfLsOnHDQqAeH2otgcrVFM9kUfC8koUCITn6kKnJhtaC0LnRkMsBaGlTTWH7yujsMdudzqbuCYsKIYTjEnKtFPrSCoAXBmF-pRFoGp7vs4NAgHLu-6OUIXHwqkRqlUStkkadpnKf8UCisgV4HriVyM_f3fYqkLNE5UcRLZi62WpJ19M5I_oAT__t0c_Y7V6Cn7Pd68XKvWA7S7t62YrFD3JYfV8
link.rule.ids 315,782,786,27933,27934
linkProvider Elsevier
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=Balanced+fuzzy+particle+swarm+optimization&rft.jtitle=Applied+mathematical+modelling&rft.au=Robati%2C+Amir&rft.au=Barani%2C+Gholam+Abbas&rft.au=Nezam+Abadi+Pour%2C+Hossein&rft.au=Fadaee%2C+Mohammad+Javad&rft.date=2012-05-01&rft.pub=Elsevier+Inc&rft.issn=0307-904X&rft.volume=36&rft.issue=5&rft.spage=2169&rft.epage=2177&rft_id=info:doi/10.1016%2Fj.apm.2011.08.006&rft.externalDocID=S0307904X11005063
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0307-904X&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0307-904X&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0307-904X&client=summon