메뉴 건너뛰기




Volumn 45, Issue 10, 2015, Pages 2350-2363

Composite Particle Swarm Optimizer with Historical Memory for Function Optimization

Author keywords

Estimation of distribution algorithm (EDA); historical memory; particle swarm optimization (PSO)

Indexed keywords

ALGORITHMS; EVOLUTIONARY ALGORITHMS; OPTIMIZATION;

EID: 84960434942     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2015.2424836     Document Type: Article
Times cited : (162)

References (47)
  • 1
    • 0029535737 scopus 로고
    • Particle swarm optimization
    • Perth, WA, Australia
    • J. Kennedy and R. Eberhart, "Particle swarm optimization," in Proc. IEEE Int. Conf. Neural Netw., vol. 4. Perth, WA, Australia, 1995, pp. 1942-1948.
    • (1995) Proc IEEE Int. Conf. Neural Netw , vol.4 , pp. 1942-1948
    • Kennedy, J.1    Eberhart, R.2
  • 2
    • 84921701249 scopus 로고    scopus 로고
    • An adaptive particle swarm optimization method based on clustering
    • Feb.
    • X. Liang, W. Li, Y. Zhang, M. Zhou, "An adaptive particle swarm optimization method based on clustering," Soft Computing, vol. 19, no. 2, pp. 431-448, Feb. 2015.
    • (2015) Soft Computing , vol.19 , Issue.2 , pp. 431-448
    • Liang, X.1    Li, W.2    Zhang, Y.3    Zhou, M.4
  • 3
    • 3142697802 scopus 로고    scopus 로고
    • A cooperative approach to particle swarm optimization
    • Jun.
    • F. Van den Bergh and A. P. Engelbrecht, "A cooperative approach to particle swarm optimization," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 225-239, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 225-239
    • Vanden Bergh, F.1    Engelbrecht, A.P.2
  • 4
    • 3142781923 scopus 로고    scopus 로고
    • The fully informed particle swarm: Simpler, maybe better
    • Jun.
    • R. Mendes, J. Kennedy, J. Neves, "The fully informed particle swarm: Simpler, maybe better," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 204-210, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 204-210
    • Mendes, R.1    Kennedy, J.2    Neves, J.3
  • 5
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients
    • Jun.
    • A. Ratnaweera, S. Halgamuge, H. C. Watson, "Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients," IEEE Trans. Evol. Comput., vol. 8, no. 3, pp. 240-255, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput , vol.8 , Issue.3 , pp. 240-255
    • Ratnaweera, A.1    Halgamuge, S.2    Watson, H.C.3
  • 6
    • 33744730797 scopus 로고    scopus 로고
    • Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
    • Jun.
    • J. J. Liang, A. K. Qin, P. N. Suganthan, S. Baskar, "Comprehensive learning particle swarm optimizer for global optimization of multimodal functions," IEEE Trans. Evol. Comput., vol. 10, no. 3, pp. 281-295, Jun. 2006.
    • (2006) IEEE Trans. Evol. Comput , vol.10 , Issue.3 , pp. 281-295
    • Liang, J.J.1    Qin, A.K.2    Suganthan, P.N.3    Baskar, S.4
  • 7
    • 84875736923 scopus 로고    scopus 로고
    • Particle swarm optimization with an aging leader and challengers
    • Apr.
    • W.-N. Chen et al., "Particle swarm optimization with an aging leader and challengers," IEEE Trans. Evol. Comput., vol. 17, no. 2, pp. 241-258, Apr. 2013.
    • (2013) IEEE Trans. Evol. Comput , vol.17 , Issue.2 , pp. 241-258
    • Chen, W.-N.1
  • 8
    • 84873504766 scopus 로고    scopus 로고
    • A self-government particle swarm optimization algorithm and its application in Texaco gasification
    • W. Lin, X. Gu, Z. Lian, Y. Xu, B. Jiao, "A self-government particle swarm optimization algorithm and its application in Texaco gasification," J. Softw., vol. 8, no. 2, pp. 472-479, 2013.
    • (2013) J. Softw , vol.8 , Issue.2 , pp. 472-479
    • Lin, W.1    Gu, X.2    Lian, Z.3    Xu, Y.4    Jiao, B.5
  • 9
    • 84887799080 scopus 로고    scopus 로고
    • Particle swarm optimization for feature selection in classification: A multi-objective approach
    • Dec.
    • B. Xue, M. Zhang, W. N. Browne, "Particle swarm optimization for feature selection in classification: A multi-objective approach," IEEE Trans. Cybern., vol. 43, no. 6, pp. 1656-1671, Dec. 2013.
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.6 , pp. 1656-1671
    • Xue, B.1    Zhang, M.2    Browne, W.N.3
  • 10
    • 84890024304 scopus 로고    scopus 로고
    • Coevolutionary particle swarm optimization using AIS and its application in multiparameter estimation of PMSM
    • Dec.
    • Z. H. Liu, J. Zhang, S. W. Zhou, X. H. Li, K. Liu, "Coevolutionary particle swarm optimization using AIS and its application in multiparameter estimation of PMSM," IEEE Trans. Cybern., vol. 43, no. 6, pp. 1921-1935, Dec. 2013.
    • (2013) IEEE Trans. Cybern , vol.43 , Issue.6 , pp. 1921-1935
    • Liu, Z.H.1    Zhang, J.2    Zhou, S.W.3    Li, X.H.4    Liu, K.5
  • 11
    • 84880555365 scopus 로고    scopus 로고
    • Hybrid particle swarm optimization and genetic algorithm for multi-UAV formation reconfiguration
    • Aug.
    • H. Duan, Q. Luo, Y. Shi, G. Ma, "Hybrid particle swarm optimization and genetic algorithm for multi-UAV formation reconfiguration," IEEE Comput. Intell. Mag., vol. 8, no. 3, pp. 16-27, Aug. 2013.
    • (2013) IEEE Comput. Intell. Mag , vol.8 , Issue.3 , pp. 16-27
    • Duan, H.1    Luo, Q.2    Shi, Y.3    Ma, G.4
  • 12
    • 84876138680 scopus 로고    scopus 로고
    • Swarm intelligence approaches to optimal power flow problem with distributed generator failures in power networks
    • Apr.
    • Q. Kang, M. Zhou, J. An, Q. Wu, "Swarm intelligence approaches to optimal power flow problem with distributed generator failures in power networks," IEEE Trans. Autom. Sci. Eng., vol. 10, no. 2, pp. 343-353, Apr. 2013.
    • (2013) IEEE Trans. Autom. Sci. Eng , vol.10 , Issue.2 , pp. 343-353
    • Kang, Q.1    Zhou, M.2    An, J.3    Wu, Q.4
  • 13
    • 84958959530 scopus 로고    scopus 로고
    • From recombination of genes to the estimation of distributions I. Binary parameters
    • Berlin, Germany: Springer
    • H. Mühlenbein and G. Paaß, "From recombination of genes to the estimation of distributions I. Binary parameters," in Parallel Problem Solving from Nature-PPSN (LNCS 1141). Berlin, Germany: Springer, 1996, pp. 178-187.
    • (1996) Parallel Problem Solving from Nature-PPSN (LNCS 1141) , pp. 178-187
    • Mühlenbein, H.1    Paaß, G.2
  • 14
    • 78049281929 scopus 로고    scopus 로고
    • EDA-PSO: A hybrid paradigm combining estimation of distribution algorithms and particle swarm optimization
    • Berlin, Germany: Springer
    • E. Bengoetxea and P. Larranãga, "EDA-PSO: A hybrid paradigm combining estimation of distribution algorithms and particle swarm optimization," in Swarm Intelligence. Berlin, Germany: Springer, 2010, pp. 416-423.
    • (2010) Swarm Intelligence , pp. 416-423
    • Bengoetxea, E.1    Larranãga, P.2
  • 15
    • 84867796025 scopus 로고    scopus 로고
    • Particle swarm optimization in the EDAs framework
    • Berlin, Germany: Springer
    • V. Santucci and A. Milani, "Particle swarm optimization in the EDAs framework," in Soft Computing in Industrial Applications. Berlin, Germany: Springer, 2011, pp. 87-96.
    • (2011) Soft Computing in Industrial Applications , pp. 87-96
    • Santucci, V.1    Milani, A.2
  • 16
    • 79960178037 scopus 로고    scopus 로고
    • Cellular particle swarm optimization
    • Y. Shi, H. Liu, L. Gao, G. Zhang, "Cellular particle swarm optimization," Inf. Sci., vol. 181, no. 20, pp. 4460-4493, 2011.
    • (2011) Inf. Sci , vol.181 , Issue.20 , pp. 4460-4493
    • Shi, Y.1    Liu, H.2    Gao, L.3    Zhang, G.4
  • 17
    • 84855781728 scopus 로고    scopus 로고
    • A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems
    • J. Ceberio, E. Irurozki, A. Mendiburu, J. A. Lozano, "A review on estimation of distribution algorithms in permutation-based combinatorial optimization problems," Progr. Artif. Intell., vol. 1, no. 1, pp. 103-117, 2012.
    • (2012) Progr. Artif. Intell , vol.1 , Issue.1 , pp. 103-117
    • Ceberio, J.1    Irurozki, E.2    Mendiburu, A.3    Lozano, J.A.4
  • 18
    • 84882250180 scopus 로고    scopus 로고
    • A Membrane-Inspired algorithm with a memory mechanism for knapsack problems
    • J.-J. He, J.-H. Xiao, X. Shi, T. Song, "A membrane-inspired algorithm with a memory mechanism for knapsack problems," J. Zhejiang Univ. Sci. C, vol. 14, no. 8, pp. 612-622, 2013.
    • (2013) J. Zhejiang Univ. Sci. C , vol.14 , Issue.8 , pp. 612-622
    • He, J.-J.1    Xiao, J.-H.2    Shi, X.3    Song, T.4
  • 19
    • 84889093201 scopus 로고    scopus 로고
    • A memory efficient stochastic evolution based algorithm for the multi-objective shortest path problem
    • Jan.
    • U. F. Siddiqi, Y. Shiraishi, M. Dahb, S. M. Sait, "A memory efficient stochastic evolution based algorithm for the multi-objective shortest path problem," Appl. Soft Comput., vol. 14, pp. 653-662, Jan. 2014.
    • (2014) Appl. Soft Comput , vol.14 , pp. 653-662
    • Siddiqi, U.F.1    Shiraishi, Y.2    Dahb, M.3    Sait, S.M.4
  • 20
    • 84890849510 scopus 로고    scopus 로고
    • A modified harmony search method for environmental/economic load dispatch of real-world power systems
    • Feb.
    • B. Jeddi and V. Vahidinasab, "A modified harmony search method for environmental/economic load dispatch of real-world power systems," Energy Convers. Manage., vol. 78, pp. 661-675, Feb. 2014.
    • (2014) Energy Convers. Manage , vol.78 , pp. 661-675
    • Jeddi, B.1    Vahidinasab, V.2
  • 21
    • 67649467296 scopus 로고    scopus 로고
    • Evolution of cellular automata with memory: The density classification task
    • C. Stone and L. Bull, "Evolution of cellular automata with memory: The density classification task," Biosystems, vol. 97, no. 2, pp. 108-116, 2009.
    • (2009) Biosystems , vol.97 , Issue.2 , pp. 108-116
    • Stone, C.1    Bull, L.2
  • 23
    • 84878883954 scopus 로고    scopus 로고
    • Sub-pixel mapping based on artificial immune systems for remote sensing imagery
    • Y. Zhong and L. Zhang, "Sub-pixel mapping based on artificial immune systems for remote sensing imagery," Pattern Recognit., vol. 46, no. 11, pp. 2902-2926, 2013.
    • (2013) Pattern Recognit , vol.46 , Issue.11 , pp. 2902-2926
    • Zhong, Y.1    Zhang, L.2
  • 24
    • 84881605684 scopus 로고    scopus 로고
    • Improved CMA-ES with memory based directed individual generation for real parameter optimization
    • R. Kundu et al., "Improved CMA-ES with memory based directed individual generation for real parameter optimization," in Proc. IEEE Congr. Evol. Comput., Cancún, Mexico, 2013, pp. 748-755.
    • (2013) Proc IEEE Congr. Evol. Comput., Cancún, Mexico , pp. 748-755
    • Kundu, R.1
  • 25
    • 70449863412 scopus 로고    scopus 로고
    • Investigation of memory-based multi-objective optimization evolutionary algorithm in dynamic environment
    • Y. Wang and B. Li, "Investigation of memory-based multi-objective optimization evolutionary algorithm in dynamic environment," in Proc. IEEE Congr. Evol. Comput., Trondheim, Norway, 2009, pp. 630-637.
    • (2009) Proc IEEE Congr. Evol. Comput., Trondheim, Norway , pp. 630-637
    • Wang, Y.1    Li, B.2
  • 26
    • 84889883598 scopus 로고    scopus 로고
    • Memory does not necessarily promote cooperation in dilemma games
    • Feb.
    • T. Wang, Z. Chen, K. Li, X. Deng, D. Li, "Memory does not necessarily promote cooperation in dilemma games," Phys. A, Statist. Mech. Appl., vol. 395, pp. 218-227, Feb. 2014.
    • (2014) Phys. A, Statist. Mech. Appl , vol.395 , pp. 218-227
    • Wang, T.1    Chen, Z.2    Li, K.3    Deng, X.4    Li, D.5
  • 28
    • 82455162306 scopus 로고    scopus 로고
    • R-EVO: A reactive evolutionary algorithm for the maximum clique problem
    • Dec.
    • M. Brunato and R. Battiti, "R-EVO: A reactive evolutionary algorithm for the maximum clique problem," IEEE Trans. Evol. Comput., vol. 15, no. 6, pp. 770-782, Dec. 2011.
    • (2011) IEEE Trans. Evol. Comput , vol.15 , Issue.6 , pp. 770-782
    • Brunato, M.1    Battiti, R.2
  • 29
    • 79952040627 scopus 로고    scopus 로고
    • Environment identification-based memory scheme for estimation of distribution algorithms in dynamic environments
    • X. Peng, X. Gao, S. Yang, "Environment identification-based memory scheme for estimation of distribution algorithms in dynamic environments," Soft Comput., vol. 15, no. 2, pp. 311-326, 2011.
    • (2011) Soft Comput , vol.15 , Issue.2 , pp. 311-326
    • Peng, X.1    Gao, X.2    Yang, S.3
  • 30
    • 78650704810 scopus 로고    scopus 로고
    • A hybrid particle swarm optimization with estimation of distribution algorithm for solving permutation flowshop scheduling problem
    • H. Liu, L. Gao, Q. Pan, "A hybrid particle swarm optimization with estimation of distribution algorithm for solving permutation flowshop scheduling problem," Expert Syst. Appl., vol. 38, no. 4, pp. 4348-4360, 2011.
    • (2011) Expert Syst. Appl , vol.38 , Issue.4 , pp. 4348-4360
    • Liu, H.1    Gao, L.2    Pan, Q.3
  • 31
    • 38049009421 scopus 로고    scopus 로고
    • A discrete estimation of distribution particle swarm optimization for combinatorial optimization problems
    • Haikou, China
    • Y. Zhou, J. Wang, J. Yin, "A discrete estimation of distribution particle swarm optimization for combinatorial optimization problems," in Proc. IEEE 3rd Int. Conf. Nat. Comput., vol. 4. Haikou, China, 2007, pp. 80-84.
    • (2007) Proc IEEE 3rd Int. Conf. Nat. Comput , vol.4 , pp. 80-84
    • Zhou, Y.1    Wang, J.2    Yin, J.3
  • 32
    • 60849137196 scopus 로고    scopus 로고
    • Discrete particle swarm optimization based on estimation of distribution for polygonal approximation problems
    • J. Wang, Z. Kuang, X. Xu, Y. Zhou, "Discrete particle swarm optimization based on estimation of distribution for polygonal approximation problems," Expert Syst. Appl., vol. 36, no. 5, pp. 9398-9408, 2009.
    • (2009) Expert Syst. Appl , vol.36 , Issue.5 , pp. 9398-9408
    • Wang, J.1    Kuang, Z.2    Xu, X.3    Zhou, Y.4
  • 33
    • 55749095701 scopus 로고    scopus 로고
    • Discrete Quantum-Behaved particle swarm optimization based on estimation of distribution for combinatorial optimization
    • J. Wang, Y. Zhang, Y. Zhou, J. Yin, "Discrete quantum-behaved particle swarm optimization based on estimation of distribution for combinatorial optimization," in Proc. IEEE Congr. Evol. Comput., Hong Kong, 2008, pp. 897-904.
    • (2008) Proc IEEE Congr. Evol. Comput., Hong Kong , pp. 897-904
    • Wang, J.1    Zhang, Y.2    Zhou, Y.3    Yin, J.4
  • 34
    • 38049086157 scopus 로고    scopus 로고
    • Genetic particle swarm optimization based on estimation of distribution
    • Berlin, Germany: Springer
    • J. Wang, "Genetic particle swarm optimization based on estimation of distribution," in Bio-Inspired Computational Intelligence and Applications. Berlin, Germany: Springer, 2007, pp. 287-296.
    • (2007) Bio-Inspired Computational Intelligence and Applications , pp. 287-296
    • Wang, J.1
  • 36
    • 65549112532 scopus 로고    scopus 로고
    • PSO Bounds: A new hybridization technique of PSO and EDAs
    • Berlin, Germany: Springer
    • M. El-Abd and M. S. Kamel, "PSO-Bounds: A new hybridization technique of PSO and EDAs," in Foundations of Computational Intelligence. Berlin, Germany: Springer, 2009, pp. 509-526.
    • (2009) Foundations of Computational Intelligence , pp. 509-526
    • El-Abd, M.1    Kamel, M.S.2
  • 37
  • 38
    • 33751378540 scopus 로고    scopus 로고
    • An estimation of distribution particle swarm optimization algorithm
    • Berlin, Germany: Springer
    • M. Iqbal and M. A. M. de Oca, "An estimation of distribution particle swarm optimization algorithm," in Ant Colony Optimization and Swarm Intelligence. Berlin, Germany: Springer, 2006, pp. 72-83.
    • (2006) Ant Colony Optimization and Swarm Intelligence , pp. 72-83
    • Iqbal, M.1    De Oca, M.A.M.2
  • 40
    • 84857864609 scopus 로고    scopus 로고
    • Estimation of particle swarm distribution algorithms: Combining the benefits of PSO and EDAs
    • Jun.
    • C. W. Ahn, J. An, J.-C. Yoo, "Estimation of particle swarm distribution algorithms: Combining the benefits of PSO and EDAs," Inf. Sci., vol. 192, pp. 109-119, Jun. 2012.
    • (2012) Inf. Sci , vol.192 , pp. 109-119
    • Ahn, C.W.1    An, J.2    Yoo, J.-C.3
  • 41
    • 0003984832 scopus 로고
    • Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning
    • Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS-94-163
    • S. Baluja, "Population-based incremental learning: A method for integrating genetic search based function optimization and competitive learning," Dept. Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS-94-163, 1994.
    • (1994) Dept. Comput. Sci
    • Baluja, S.1
  • 42
    • 84879539339 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2013 special session on real-parameter optimization
    • Zhengzhou Univ., Zhengzhou, China, Nanyang Technol. Univ., Singapore, Tech. Rep 201212
    • J. J. Liang, B. Qu, P. Suganthan, A. G. Hernández-D?az, "Problem definitions and evaluation criteria for the CEC 2013 special session on real-parameter optimization," Comput. Intell. Lab., Zhengzhou Univ., Zhengzhou, China, Nanyang Technol. Univ., Singapore, Tech. Rep. 201212, 2013.
    • (2013) Comput. Intell. Lab
    • Liang, J.J.1    Qu, B.2    Suganthan, P.3    Hernández-Daz, A.G.4
  • 43
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • Jul.
    • X. Yao, Y. Liu, G. Lin, "Evolutionary programming made faster," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 82-102, Jul. 1999.
    • (1999) IEEE Trans. Evol. Comput , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3
  • 44
    • 84960324033 scopus 로고    scopus 로고
    • Recent advances and issues in facility location problems
    • M. C. Zhou, H.-X. Li, M. Weijnen, Eds. Hoboken, NJ, USA: IEEE Press/Wiley
    • F. Chu, Z. Zhu, S. Mammar, "Recent advances and issues in facility location problems," in Contemporary Issues in Systems Science and Engineering, M. C. Zhou, H.-X. Li, M. Weijnen, Eds. Hoboken, NJ, USA: IEEE Press/Wiley, 2015, pp. 817-834.
    • (2015) Contemporary Issues in Systems Science and Engineering , pp. 817-834
    • Chu, F.1    Zhu, Z.2    Mammar, S.3
  • 45
    • 84861189470 scopus 로고    scopus 로고
    • Deadlock-free genetic scheduling algorithm for automated manufacturing systems based on deadlock control policy
    • Jun.
    • K. Xing, L. Han, M. Zhou, F. Wang, "Deadlock-free genetic scheduling algorithm for automated manufacturing systems based on deadlock control policy," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 3, pp. 603-615, Jun. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.42 , Issue.3 , pp. 603-615
    • Xing, K.1    Han, L.2    Zhou, M.3    Wang, F.4
  • 46
    • 84896862573 scopus 로고    scopus 로고
    • Meta-heuristic combining prior online and offline information for the quadratic assignment problem
    • Mar.
    • J. Sun, Q. Zhang, X. Yao, "Meta-heuristic combining prior online and offline information for the quadratic assignment problem," IEEE Trans. Cybern., vol. 44, no. 3, pp. 429-443, Mar. 2014.
    • (2014) IEEE Trans. Cybern , vol.44 , Issue.3 , pp. 429-443
    • Sun, J.1    Zhang, Q.2    Yao, X.3
  • 47
    • 84901475896 scopus 로고    scopus 로고
    • Gaussian classifier-based evolutionary strategy for multimodal optimization
    • Jun.
    • W. Dong and M. C. Zhou, "Gaussian classifier-based evolutionary strategy for multimodal optimization," IEEE Trans. Neural Netw. Learn. Syst., vol. 25, no. 6, pp. 1200-1216, Jun. 2014.
    • (2014) IEEE Trans. Neural Netw. Learn. Syst , vol.25 , Issue.6 , pp. 1200-1216
    • Dong, W.1    Zhou, M.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.