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Volumn 44, Issue 12, 2012, Pages 1405-1424

Isolated particle swarm optimization with particle migration and global best adoption

Author keywords

gbest adoption; isolation; particle migration; particle swarm optimization

Indexed keywords

BENCHMARK FUNCTIONS; GBEST ADOPTION; ISOLATION; NUMBER OF ITERATIONS; PARAMETER SETTING; PARTICLE MIGRATION; SUB-SWARMS;

EID: 84868644719     PISSN: 0305215X     EISSN: 10290273     Source Type: Journal    
DOI: 10.1080/0305215X.2012.654787     Document Type: Article
Times cited : (22)

References (37)
  • 1
    • 0037186503 scopus 로고    scopus 로고
    • Feature selection for structure-activity correlation using binary particle swarms
    • DOI 10.1021/jm0104668
    • Agrafiotis, D.K. and Cedeno, W., 2002. Feature selection for structure-activity correlation using binary particle swarms. Journal of Medicinal Chemistry, 45 (5), 1098-1107. (Pubitemid 34173920)
    • (2002) Journal of Medicinal Chemistry , vol.45 , Issue.5 , pp. 1098-1107
    • Agrafiotis, D.K.1    Cedeno, W.2
  • 2
    • 84919713045 scopus 로고    scopus 로고
    • Evolutionary optimization versus particle swarm optimization: Philosophy and performance differences
    • Evolutionary Programming VII
    • Angeline, P.J., 1998. Evolutionary optimization versus particle swarm optimization: philosophy and performance differences. Lecture Notes in Computer Science, 1447, 601-610. (Pubitemid 128118970)
    • (1998) Lecture Notes In Computer Science , Issue.1447 , pp. 601-610
    • Angeline, P.J.1
  • 3
    • 22144497730 scopus 로고    scopus 로고
    • A parallel particle swarm optimization algorithm with communication strategies
    • Chang, J.F., et al., 2005. A parallel particle swarm optimization algorithm with communication strategies. Journal of Information Science and Engineering, 21 (4), 809-818.
    • (2005) Journal of Information Science and Engineering , vol.21 , Issue.4 , pp. 809-818
    • Chang, J.F.1
  • 4
    • 0036464756 scopus 로고    scopus 로고
    • The particle swarm-explosion, stability, and convergence in a multidimensional complex space
    • DOI 10.1109/4235.985692, PII S1089778X02022099
    • Clerc, M. and Kennedy, J., 2002, The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation, 6, 58-73. (Pubitemid 34404564)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.1 , pp. 58-73
    • Clerc, M.1    Kennedy, J.2
  • 5
    • 11844291975 scopus 로고    scopus 로고
    • On the role of population size and niche radius in fitness sharing
    • DOI 10.1109/TEVC.2004.837341
    • Della Cioppa, A., De Stefano, C., and Marcelli, A., 2004. On the role of population size and niche radius in fitness sharing. IEEE Transactions on Evolutionary Computation, 8 (6), 580-592. (Pubitemid 40085396)
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.6 , pp. 580-592
    • Della Cioppa, A.1    De Stefano, C.2    Marcelli, A.3
  • 6
    • 44949127284 scopus 로고    scopus 로고
    • Multi-strategy ensemble particle swarm optimization for dynamic optimization
    • Du, W. and Li, B., 2008. Multi-strategy ensemble particle swarm optimization for dynamic optimization. Information Sciences, 178 (15), 3096-3109.
    • (2008) Information Sciences , vol.178 , Issue.15 , pp. 3096-3109
    • Du, W.1    Li, B.2
  • 9
    • 77951707349 scopus 로고    scopus 로고
    • Dynamic multi-swarm particle swarm optimizer using parallel PC cluster systems for global optimization of large-scale multimodal functions
    • Fan, S.K.S. and Chang, J.M. 2010. Dynamic multi-swarm particle swarm optimizer using parallel PC cluster systems for global optimization of large-scale multimodal functions. Engineering Optimization, 42 (5), 31-451.
    • (2010) Engineering Optimization , vol.42 , Issue.5 , pp. 31-451
    • Fan, S.K.S.1    Chang, J.M.2
  • 10
    • 0036589139 scopus 로고    scopus 로고
    • The particle swarm optimization algorithm in size and shape optimization
    • DOI 10.1007/s00158-002-0188-0
    • Fourie, P.C. and Groenwold, A.A., 2002. The particle swarm optimization algorithm in size and shape optimization. Structural Multidisciplinary Optimization, 23, 259-267. (Pubitemid 35354676)
    • (2002) Structural and Multidisciplinary Optimization , vol.23 , Issue.4 , pp. 259-267
    • Fourie, P.C.1    Groenwold, A.A.2
  • 11
    • 79952557849 scopus 로고    scopus 로고
    • Optimizing multiple interference cancellations of linear phase array based on particle swarm optimization
    • Hsu, C.H., Shyr, W.J., and Kuo, K.H., 2010. Optimizing multiple interference cancellations of linear phase array based on particle swarm optimization. Journal of Information Hiding and Multimedia Signal Processing, 1 (4), 292-300.
    • (2010) Journal of Information Hiding and Multimedia Signal Processing , vol.1 , Issue.4 , pp. 292-300
    • Hsu, C.H.1    Shyr, W.J.2    Kuo, K.H.3
  • 12
    • 84901464055 scopus 로고    scopus 로고
    • Population structure and particle swarm performance
    • 12-17 May, Honolulu. Piscataway, NJ: IEEE Press
    • Kennedy, J. and Mendes, R., 2002. Population structure and particle swarm performance. In: Proceedings of the congress on evolutionary computation, 12-17 May, Honolulu. Piscataway, NJ: IEEE Press, 1671-1676.
    • (2002) Proceedings of the Congress on Evolutionary Computation , pp. 1671-1676
    • Kennedy, J.1    Mendes, R.2
  • 13
    • 71049191534 scopus 로고    scopus 로고
    • A distributed co-evolutionary particle Swarm Optimization Algorithm
    • DOI 10.1109/CEC.2007.4424970, 4424970, 2007 IEEE Congress on Evolutionary Computation, CEC 2007
    • Liu, D.S., Tan, K.C., and Ho, W.K., 2008.A distributed co-evolutionary particle swarm optimization algorithm. In: IEEE congress on evolutionary computation, 25-28 September 2007, Singapore. Piscataway, NJ: IEEE Press, 3831-3838. (Pubitemid 351371897)
    • (2008) 2007 IEEE Congress on Evolutionary Computation, CEC 2007 , pp. 3831-3838
    • Liu, D.S.1    Tan, K.C.2    Ho, W.K.3
  • 14
    • 34447293997 scopus 로고    scopus 로고
    • Particle swarm optimization based on dynamic niche technology with applications to conceptual design
    • DOI 10.1016/j.advengsoft.2006.10.009, PII S0965997806001761
    • Liu, X., Liu, H., and Duan, H., 2007. Particle swarm optimization based on dynamic niche technology with applications to conceptual design. Advances in Engineering Software, 38 (10), 668-676. (Pubitemid 47043447)
    • (2007) Advances in Engineering Software , vol.38 , Issue.10 , pp. 668-676
    • Liu, X.1    Liu, H.2    Duan, H.3
  • 15
    • 33845990266 scopus 로고    scopus 로고
    • Center particle swarm optimization
    • DOI 10.1016/j.neucom.2006.10.002, PII S0925231206002700
    • Liu, Y., et al., 2007. Center particle swarm optimization. Neurocomputing, 70 (4-6), 672-679. (Pubitemid 46043964)
    • (2007) Neurocomputing , vol.70 , Issue.4-6 , pp. 672-679
    • Liu, Y.1    Qin, Z.2    Shi, Z.3    Lu, J.4
  • 17
    • 4344701953 scopus 로고    scopus 로고
    • Randomized directed neighborhoods with edge migration in particle swarm optimization
    • 19-23 June, Piscataway, NJ: IEEE Press
    • Mohais, A., Ward, C., and Posthoff, C., 2004. Randomized directed neighborhoods with edge migration in particle swarm optimization. In: Proceedings of the IEEE congress on evolutionary computation, 19-23 June, Piscataway, NJ: IEEE Press, 548-555.
    • (2004) Proceedings of the IEEE Congress on Evolutionary Computation , pp. 548-555
    • Mohais, A.1    Ward, C.2    Posthoff, C.3
  • 18
    • 70349867569 scopus 로고    scopus 로고
    • Differential evolution in high-dimensional search spaces
    • DOI 10.1109/CEC.2007.4424710, 4424710, 2007 IEEE Congress on Evolutionary Computation, CEC 2007
    • Olorunda, O., and Engelbrecht, A., 2008. Differential evolution in high-dimensional search spaces. In: IEEE congress on evolutionary computation, 25-28 September 2007, Singapore. Piscataway, NJ: IEEE Press, 1934-1941. (Pubitemid 351371637)
    • (2008) 2007 IEEE Congress on Evolutionary Computation, CEC 2007 , pp. 1934-1941
    • Olorunda, O.1    Engelbrecht, A.P.2
  • 19
    • 33747430130 scopus 로고    scopus 로고
    • Locating and tracking multiple dynamic optima by a particle swarm model using speciation
    • DOI 10.1109/TEVC.2005.859468
    • Parrott, D. and Li, X., 2006. Locating and tracking multiple dynamic optima by a particle swarm model using speciation. IEEE Transactions on Evolutionary Computation, 10 (4), 440-458. (Pubitemid 44251377)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 440-458
    • Parrott, D.1    Li, X.2
  • 20
    • 3142669892 scopus 로고    scopus 로고
    • On the computation of all global minimizers through particle swarm optimization
    • Parsopoulos, K.E. and Vrahatis, M.N., 2004. On the computation of all global minimizers through particle swarm optimization. IEEE Transactions on Evolutionary Computation, 8 (3), 211-224.
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.3 , pp. 211-224
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 22
    • 24644515427 scopus 로고    scopus 로고
    • Unified particle swarm optimization in dynamic environments
    • Applications on Evolutionary Computing - EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Proceedings
    • Parsopoulos, K.E. and Vrahatis, M.N., 2005. Unified particle swarm optimization in dynamic environments. Lecture Notes in Computer Science, 3449, 590-599. (Pubitemid 41273976)
    • (2005) Lecture Notes in Computer Science , vol.3449 , pp. 590-599
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 23
    • 34247548801 scopus 로고    scopus 로고
    • Parameter selection and adaptation in Unified Particle Swarm Optimization
    • DOI 10.1016/j.mcm.2006.12.019, PII S0895717707000398
    • Parsopoulos, K.E. and Vrahatis, M.N., 2007. Parameter selection and adaptation in unified particle swarm optimization. Mathematical and Computer Modelling, 46 (1-2), 198-213. (Pubitemid 46660521)
    • (2007) Mathematical and Computer Modelling , vol.46 , Issue.1-2 , pp. 198-213
    • Parsopoulos, K.E.1    Vrahatis, M.N.2
  • 24
    • 80455148665 scopus 로고    scopus 로고
    • Human perception-based color image segmentation using comprehensive learning particle swarm optimization
    • Puranik, P., et al., 2011. Human perception-based color image segmentation using comprehensive learning particle swarm optimization. Journal of Information Hiding and Multimedia Signal Processing, 2 (2), 227-235.
    • (2011) Journal of Information Hiding and Multimedia Signal Processing , vol.2 , Issue.2 , pp. 227-235
    • Puranik, P.1
  • 26
    • 0036522301 scopus 로고    scopus 로고
    • A swarm metaphor for multiobjective design optimization
    • DOI 10.1080/03052150210915
    • Ray, T. and Liew, K.M., 2002. A swarm metaphor for multiobjective design optimization. Engineering Optimization, 34 (2), 141-153. (Pubitemid 35263146)
    • (2002) Engineering Optimization , vol.34 , Issue.2 , pp. 141-153
    • Ray, T.1    Liew, K.M.2
  • 28
    • 0031700696 scopus 로고    scopus 로고
    • A modified particle swarm optimizer
    • 4-9 May Anchorage. Piscataway, NJ: IEEE Press
    • Shi, Y. and Eberhart, R., 1998. A modified particle swarm optimizer. In: IEEE conference on evolutionary computation, 4-9 May Anchorage. Piscataway, NJ: IEEE Press, 69-73.
    • (1998) IEEE Conference on Evolutionary Computation , pp. 69-73
    • Shi, Y.1    Eberhart, R.2
  • 29
    • 84898910167 scopus 로고    scopus 로고
    • Particle swarm optimizer with neighborhood operator
    • 6-9 July, Washington. Piscataway, NJ: IEEE Press
    • Suganthan, P.N., 1999. Particle swarm optimizer with neighborhood operator. In: Proceedings of the congress on evolutionary computation, 6-9 July, Washington. Piscataway, NJ: IEEE Press, 1958-1962.
    • (1999) Proceedings of the Congress on Evolutionary Computation , pp. 1958-1962
    • Suganthan, P.N.1
  • 30
    • 37749029115 scopus 로고    scopus 로고
    • An isolation niche hybrid genetic algorithm based on simulated annealing method
    • 26 July-31 June, Hunan. Piscataway, NJ: IEEE Press
    • Sun, Y., Sun, Z., and Huang, K., 2007. An isolation niche hybrid genetic algorithm based on simulated annealing method. In: Proceedings of the 26th Chinese control conference, 26 July-31 June, Hunan. Piscataway, NJ: IEEE Press, 776-779. (In simple Chinese.)
    • (2007) Proceedings of the 26th Chinese Control Conference , pp. 776-779
    • Sun, Y.1    Sun, Z.2    Huang, K.3
  • 31
    • 79251595398 scopus 로고    scopus 로고
    • An improved vector particle swarm optimization for constrained optimization problems
    • Sun, C.L., Zeng, J.C., and Pan, J.S., 2011. An improved vector particle swarm optimization for constrained optimization problems. Information Sciences, 181 (6), 1153-1163.
    • (2011) Information Sciences , vol.181 , Issue.6 , pp. 1153-1163
    • Sun, C.L.1    Zeng, J.C.2    Pan, J.S.3
  • 32
    • 34548269905 scopus 로고    scopus 로고
    • Multi-Objective Particle Swarm Optimization with time variant inertia and acceleration coefficients
    • DOI 10.1016/j.ins.2007.06.018, PII S0020025507003155
    • Tripathi, P.K., Bandyopadhyay, S., and Pal, S.K., 2007. Multi-objective particle swarm optimization with time variant inertia and acceleration coefficients. Information Sciences, 177 (22), 5033-5049. (Pubitemid 47331463)
    • (2007) Information Sciences , vol.177 , Issue.22 , pp. 5033-5049
    • Tripathi, P.K.1    Bandyopadhyay, S.2    Pal, S.K.3
  • 33
    • 61449242618 scopus 로고    scopus 로고
    • Immune-based algorithms for dynamic optimization
    • Trojanowski, K. andWierzchon, S.T., 2009. Immune-based algorithms for dynamic optimization. Information Sciences, 179 (10), 1495-1515.
    • (2009) Information Sciences , vol.179 , Issue.10 , pp. 1495-1515
    • Trojanowski, K.1    Wierzchon, S.T.2
  • 34
    • 71749110340 scopus 로고    scopus 로고
    • Predicting strengths of concrete-type specimens using hybrid multilayer perceptrons with center-unified particle swarm optimization
    • Tsai, H.C., 2010. Predicting strengths of concrete-type specimens using hybrid multilayer perceptrons with center-unified particle swarm optimization. Expert Systems With Applications, (37), 1104-1112.
    • (2010) Expert Systems with Applications , Issue.37 , pp. 1104-1112
    • Tsai, H.C.1
  • 35
    • 80053562544 scopus 로고    scopus 로고
    • Modification of the fish swarm algorithm with particle swarm optimization formulation and communication behavior
    • Tsai, H.C. and Lin, Y.H., 2011. Modification of the fish swarm algorithm with particle swarm optimization formulation and communication behavior. Applied Soft Computing, 11 (8), 5367-5374.
    • (2011) Applied Soft Computing , vol.11 , Issue.8 , pp. 5367-5374
    • Tsai, H.C.1    Lin, Y.H.2
  • 36
    • 63149128570 scopus 로고    scopus 로고
    • Particle swarm optimization with preference order ranking for multi-objective optimization
    • Wang, Y. andYang, Y., 2009. Particle swarm optimization with preference order ranking for multi-objective optimization. Information Sciences, 179(12), 1944-1959.
    • (2009) Information Sciences , vol.179 , Issue.12 , pp. 1944-1959
    • Wang, Y.1    Yang, Y.2


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