메뉴 건너뛰기




Volumn 41, Issue 2, 2011, Pages 553-567

Cultural-based multiobjective particle swarm optimization

Author keywords

Cultural algorithm; multiobjective optimization; particle swarm optimization

Indexed keywords

BELIEF SPACE; BENCHMARK TESTS; CULTURAL ALGORITHM; EVOLUTIONARY PROCESS; FLIGHT PARAMETERS; INDIVIDUAL PARTICLES; LOCAL SEARCH; MULTI OBJECTIVE; MULTI OBJECTIVE PARTICLE SWARM OPTIMIZATION; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; PARETO FRONT;

EID: 79952902390     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2010.2068046     Document Type: Article
Times cited : (108)

References (57)
  • 2
    • 38149035062 scopus 로고    scopus 로고
    • A modified particle swarm optimizer using an adaptive dynamic weight scheme
    • Beijing, China
    • S. S. Fan and J. M. Chang, "A modified particle swarm optimizer using an adaptive dynamic weight scheme," in Proc. Int. Conf. Digital Human Modeling, Beijing, China, 2007, pp. 56-65.
    • (2007) Proc. Int. Conf. Digital Human Modeling , pp. 56-65
    • Fan, S.S.1    Chang, J.M.2
  • 3
    • 0035025754 scopus 로고    scopus 로고
    • Individual versus social complexity, with particular reference to ant colonies
    • DOI 10.1017/S1464793101005656
    • C. Anderson and D. W. McShea, "Individual versus social complexity, with particular reference to ant colonies," Biol. Rev. 76, no. 2, pp. 211-237, May 2001. (Pubitemid 32448365)
    • (2001) Biological Reviews of the Cambridge Philosophical Society , vol.76 , Issue.2 , pp. 211-237
    • Anderson, C.1    McShea, D.W.2
  • 5
    • 84901470056 scopus 로고    scopus 로고
    • Solving multi objective problems using particle swarm optimization
    • Canberra, Australia
    • L. B. Zhang, C. G. Zhou, X. H. Liu, Z. Q. Ma, M. Ma, and Y. C. Liang, "Solving multi objective problems using particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Canberra, Australia, 2003, pp. 2400-2405.
    • (2003) Proc. IEEE Congr. Evol. Comput. , pp. 2400-2405
    • Zhang, L.B.1    Zhou, C.G.2    Liu, X.H.3    Ma, Z.Q.4    Ma, M.5    Liang, Y.C.6
  • 6
    • 35248851524 scopus 로고    scopus 로고
    • A non-dominated sorting particle swarm optimizer for multiobjective optimization
    • Chicago, IL
    • X. Li, "A non-dominated sorting particle swarm optimizer for multiobjective optimization," in Proc. Genetic Evol. Comput. Conf., Chicago, IL, 2003, pp. 37-48.
    • (2003) Proc. Genetic Evol. Comput. Conf. , pp. 37-48
    • Li, X.1
  • 9
    • 84901470581 scopus 로고    scopus 로고
    • Multiobjective optimization using dynamic neighborhood particle swarm optimization
    • Honolulu, HI
    • X. Hu and R. C. Eberhart, "Multiobjective optimization using dynamic neighborhood particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Honolulu, HI, 2002, pp. 1677-1681.
    • (2002) Proc. IEEE Congr. Evol. Comput. , pp. 1677-1681
    • Hu, X.1    Eberhart, R.C.2
  • 10
    • 84942099370 scopus 로고    scopus 로고
    • Particle swarm with extended memory for multiobjective optimization
    • Indianapolis, IN
    • X. Hu, R. C. Eberhart, and Y. Shi, "Particle swarm with extended memory for multiobjective optimization," in Proc. IEEE Swarm Intell. Symp., Indianapolis, IN, 2003, pp. 193-198.
    • (2003) Proc. IEEE Swarm Intell. Symp. , pp. 193-198
    • Hu, X.1    Eberhart, R.C.2    Shi, Y.3
  • 12
    • 24344480582 scopus 로고    scopus 로고
    • Improving PSO-based Multi-Objective optimization using crowding, mutation and ε-dominance
    • Evolutionary Multi-Criterion Optimization - Third International Conference, EMO 2005
    • M. R. Sierra and C. A. Coello Coello, "Improving PSO-based multiobjective optimization using crowding, mutation and e-dominance," in Proc. Evol. Multi-Criterion Optim. Conf., Guanajuato, Mexico, 2005, pp. 505-519. (Pubitemid 41251786)
    • (2005) Lecture Notes in Computer Science , vol.3410 , pp. 505-519
    • Sierra, M.R.1    Coello Coello, C.A.2
  • 13
    • 22044450246 scopus 로고    scopus 로고
    • A particle swarm optimization-based method for multiobjective design optimizations
    • DOI 10.1109/TMAG.2005.846033
    • S. L. Ho, S. Yang, G. Ni, E. W. C. Lo, and H. C. Wong, "A particle swarm optimization based method for multiobjective design optimizations," IEEE Trans. Magn. 41, no. 5, pp. 1756-1759, May 2005. (Pubitemid 40963578)
    • (2005) IEEE Transactions on Magnetics , vol.41 , Issue.5 , pp. 1756-1759
    • Ho, S.L.1    Yang, S.2    Ni, G.3    Lo, E.W.C.4    Wong, H.C.5
  • 14
    • 0002220448 scopus 로고
    • An introduction to cultural algorithms
    • River Edge, NJ
    • R. G. Reynolds, "An introduction to cultural algorithms," in Proc. Annu. Conf. Evol. Program., River Edge, NJ, 1994, pp. 131-139.
    • (1994) Proc. Annu. Conf. Evol. Program. , pp. 131-139
    • Reynolds, R.G.1
  • 15
    • 29144483998 scopus 로고    scopus 로고
    • Cultural algorithms: Computational modeling of how cultures learn to solve problems: An engineering example
    • DOI 10.1080/01969720500306147, PII P82052128012640
    • R. G. Reynolds and B. Peng, "Cultural algorithms: Computational modeling of how cultures learn to solve problems: An engineering example," Cybern. Syst. 36, no. 8, pp. 753-771, Dec. 2005. (Pubitemid 41804872)
    • (2005) Cybernetics and Systems , vol.36 , Issue.8 , pp. 753-771
    • Reynolds, R.G.1    Peng, B.2
  • 17
    • 62349086205 scopus 로고    scopus 로고
    • Optimisation of algorithm control parameters in cultural differential evolution applied to molecular crystallography
    • Mar.
    • M. Tremayne, S. Y. Chong, and D. Bell, "Optimisation of algorithm control parameters in cultural differential evolution applied to molecular crystallography," Frontiers Comput. Sci. China 3, no. 1, pp. 101-108, Mar. 2009.
    • (2009) Frontiers Comput. Sci. China , vol.3 , Issue.1 , pp. 101-108
    • Tremayne, M.1    Chong, S.Y.2    Bell, D.3
  • 18
    • 1542674822 scopus 로고    scopus 로고
    • Cultural algorithms: Theory and applications
    • D. Corne, M. Dorigo, and F. Glover, Eds. New York: McGraw-Hill
    • R. G. Reynolds, "Cultural algorithms: Theory and applications," in Advanced Topics in Computer Science Series: New Ideas in Optimization, D. Corne, M. Dorigo, and F. Glover, Eds. New York: McGraw-Hill, 1999, pp. 367-377.
    • (1999) Advanced Topics in Computer Science Series: New Ideas in Optimization , pp. 367-377
    • Reynolds, R.G.1
  • 19
  • 20
    • 33846809702 scopus 로고    scopus 로고
    • A testbed for solving optimization problems using cultural algorithms
    • San Diego, CA
    • C. J. Chung and R. G. Reynolds, "A testbed for solving optimization problems using cultural algorithms," in Proc. Annu. Conf. Evol. Program., San Diego, CA, 1996, pp. 225-236.
    • (1996) Proc. Annu. Conf. Evol. Program. , pp. 225-236
    • Chung, C.J.1    Reynolds, R.G.2
  • 21
    • 27944431846 scopus 로고    scopus 로고
    • A multi-agent simulation using cultural algorithms: The effect of culture on the resilience of social systems
    • Canberra, Australia
    • Z. Kobti, R. G. Reynolds, and T. Kohler, "A multi-agent simulation using cultural algorithms: The effect of culture on the resilience of social systems," in Proc. IEEE Congr. Evol. Comput., Canberra, Australia, 2003, pp. 1988-1995.
    • (2003) Proc. IEEE Congr. Evol. Comput. , pp. 1988-1995
    • Kobti, Z.1    Reynolds, R.G.2    Kohler, T.3
  • 22
    • 32444446372 scopus 로고    scopus 로고
    • Optimization with constraints using a cultured differential evolution approach
    • DOI 10.1145/1068009.1068014, GECCO 2005 - Genetic and Evolutionary Computation Conference
    • R. L. Becerra and C. A. Coello Coello, "Optimization with constraints using a cultured differential evolution approach," in Proc. Genetic Evol. Comput. Conf., Washington, DC, 2005, pp. 27-34. (Pubitemid 43226264)
    • (2005) GECCO 2005 - Genetic and Evolutionary Computation Conference , pp. 27-34
    • Becerra, R.L.1    Coello Coello, C.A.2
  • 24
    • 55749096087 scopus 로고    scopus 로고
    • Function optimization using evolutionary programming with self-adaptive cultural algorithms
    • Taejon, Korea
    • C. J. Chung and R. G. Reynolds, "Function optimization using evolutionary programming with self-adaptive cultural algorithms," in Proc. Asia-Pacific Conf. Simulated Evolution Learn., Taejon, Korea, 1996, pp. 17-26.
    • (1996) Proc. Asia-Pacific Conf. Simulated Evolution Learn. , pp. 17-26
    • Chung, C.J.1    Reynolds, R.G.2
  • 25
    • 4344576603 scopus 로고    scopus 로고
    • Cultural algorithms: Knowledge learning in dynamic environments
    • Portland, OR
    • B. Peng and R. G. Reynolds, "Cultural algorithms: Knowledge learning in dynamic environments," in Proc. IEEE Congr. Evol. Comput., Portland, OR, 2004, pp. 1751-1758.
    • (2004) Proc. IEEE Congr. Evol. Comput. , pp. 1751-1758
    • Peng, B.1    Reynolds, R.G.2
  • 26
    • 84942116158 scopus 로고    scopus 로고
    • Evolutionary multiobjective optimization using a cultural algorithm
    • Indianapolis, IN
    • C. A. Coello Coello and R. L. Becerra, "Evolutionary multiobjective optimization using a cultural algorithm," in Proc. IEEE Swarm Intell. Symp., Indianapolis, IN, 2003, pp. 6-13.
    • (2003) Proc. IEEE Swarm Intell. Symp. , pp. 6-13
    • Coello Coello, C.A.1    Becerra, R.L.2
  • 27
    • 77951278725 scopus 로고    scopus 로고
    • Research frontier: Memetic computation-Past, present & future
    • May
    • Y. S. Ong, M. Lim, and X. Chen, "Research frontier: Memetic computation-Past, present & future," IEEE Comput. Intell. Mag. 5, no. 2, pp. 24-31, May 2010.
    • (2010) IEEE Comput. Intell. Mag. , vol.5 , Issue.2 , pp. 24-31
    • Ong, Y.S.1    Lim, M.2    Chen, X.3
  • 29
    • 84655165788 scopus 로고    scopus 로고
    • Cultural swarms II: Virtual algorithm emergence
    • Canberra, Australia
    • R. G. Reynolds, B. Peng, and J. Brewster, "Cultural swarms II: Virtual algorithm emergence," in Proc. IEEE Congr. Evol. Comput., Canberra, Australia, 2003, pp. 1972-1979.
    • (2003) Proc. IEEE Congr. Evol. Comput. , pp. 1972-1979
    • Reynolds, R.G.1    Peng, B.2    Brewster, J.3
  • 30
    • 84942095850 scopus 로고    scopus 로고
    • Cultural swarms: Modeling the impact of culture on social interaction and problem solving
    • R. Iacoban, R. G. Reynolds, and J. Brewster, "Cultural swarms: Modeling the impact of culture on social interaction and problem solving," in Proc. IEEE Swarm Intell. Symp., Indianapolis, IN, 2003, pp. 205-211.
    • (2003) Proc. IEEE Swarm Intell. Symp., Indianapolis , pp. 205-211
    • Iacoban, R.1    Reynolds, R.G.2    Brewster, J.3
  • 32
    • 52349086355 scopus 로고    scopus 로고
    • PSO-based multiobjective optimization with dynamic population size and adaptive local archives
    • Oct.
    • W. F. Leong and G. G. Yen, "PSO-based multiobjective optimization with dynamic population size and adaptive local archives," IEEE Trans. Syst., Man, Cybern. B, Cybern. 38, no. 5, pp. 1270-1293, Oct. 2008.
    • (2008) IEEE Trans. Syst. Man, Cybern. B, Cybern. , vol.38 , Issue.5 , pp. 1270-1293
    • Leong, W.F.1    Yen, G.G.2
  • 34
    • 67650697965 scopus 로고    scopus 로고
    • Dynamic multiple swarms in multiobjective particle swarm optimization
    • Jul.
    • G. G. Yen and W. F. Leong, "Dynamic multiple swarms in multiobjective particle swarm optimization," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans 39, no. 4, pp. 890-911, Jul. 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.39 , Issue.4 , pp. 890-911
    • Yen, G.G.1    Leong, W.F.2
  • 35
    • 74849129598 scopus 로고    scopus 로고
    • Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization
    • San Antonio, TX
    • S. N. Qasem and S. M. H. Shamsuddin, "Improving generalization of radial basis function network with adaptive multi-objective particle swarm optimization," in Proc. IEEE Int. Conf. Syst., Man, Cybern., San Antonio, TX, 2009, pp. 534-540.
    • (2009) Proc. IEEE Int. Conf. Syst., Man, Cybern. , pp. 534-540
    • Qasem, S.N.1    Shamsuddin, S.M.H.2
  • 37
    • 84901438927 scopus 로고    scopus 로고
    • MOPSO: A proposal for multiple objective particle swarm optimization
    • Honolulu, HI
    • C. A. Coello Coello and M. S. Lechuga, "MOPSO: A proposal for multiple objective particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Honolulu, HI, 2002, pp. 1051-1056.
    • (2002) Proc. IEEE Congr. Evol. Comput. , pp. 1051-1056
    • Coello Coello, C.A.1    Lechuga, M.S.2
  • 38
    • 3142781424 scopus 로고    scopus 로고
    • A multi-objective algorithm based upon particle swarm optimization, an efficient data structure and turbulence
    • Birmingham, U.K.
    • J. E. Fieldsand and S. Singh, "A multi-objective algorithm based upon particle swarm optimization, an efficient data structure and turbulence," in Proc. U.K. Workshop Comput. Intell., Birmingham, U.K., 2002, pp. 37-44.
    • (2002) Proc. U.K. Workshop Comput. Intell. , pp. 37-44
    • Fieldsand, J.E.1    Singh, S.2
  • 39
    • 0036522301 scopus 로고    scopus 로고
    • A swarm metaphor for multiobjective design optimization
    • DOI 10.1080/03052150210915
    • T. Ray and K. M. Liew, "A swarm metaphor for multiobjective design optimization," Eng. Optim. 34, no. 2, pp. 141-153, 2002. (Pubitemid 35263146)
    • (2002) Engineering Optimization , vol.34 , Issue.2 , pp. 141-153
    • Ray, T.1    Liew, K.M.2
  • 40
    • 84901406129 scopus 로고    scopus 로고
    • The role of e-dominance in multi objective particle swarm optimization methods
    • Canberra, Australia
    • S. Mostaghim and J. Teich, "The role of e-dominance in multi objective particle swarm optimization methods," in Proc. IEEE Congr. Evol. Comput., Canberra, Australia, 2003, pp. 1764-1771.
    • (2003) Proc. IEEE Congr. Evol. Comput. , pp. 1764-1771
    • Mostaghim, S.1    Teich, J.2
  • 41
    • 84942162725 scopus 로고    scopus 로고
    • Strategies for finding good local guides in multi-objective particle swarm optimization
    • S. Mostaghim and J. Teich, "Strategies for finding good local guides in multi-objective particle swarm optimization," in Proc. IEEE Swarm Intell. Symp., Indianapolis, IN, 2003, pp. 26-33.
    • (2003) Proc. IEEE Swarm Intell. Symp., Indianapolis , pp. 26-33
    • Mostaghim, S.1    Teich, J.2
  • 42
    • 3142756516 scopus 로고    scopus 로고
    • Handling multiple objectives with particle swarm optimization
    • Jun.
    • C. A. Coello Coello, G. T. Pulido, andM. S. Lechuga, "Handling multiple objectives with particle swarm optimization," IEEE Trans. Evol. Comput. 8, no. 3, pp. 256-279, Jun. 2004.
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.3 , pp. 256-279
    • Coello Coello, C.A.1    Pulido, G.T.2    Lechuga, M.S.3
  • 43
    • 4344649636 scopus 로고    scopus 로고
    • Covering Pareto-optimal fronts by subswarms in multi-objective particle swarm optimization
    • Portland, OR
    • S. Mostaghim and J. Teich, "Covering Pareto-optimal fronts by subswarms in multi-objective particle swarm optimization," in Proc. IEEE Congr. Evol. Comput., Portland, OR, 2004, pp. 1404-1411.
    • (2004) Proc. IEEE Congr. Evol. Comput. , pp. 1404-1411
    • Mostaghim, S.1    Teich, J.2
  • 47
    • 0034199979 scopus 로고    scopus 로고
    • Comparison of multiobjective evolutionary algorithms: Empirical results
    • Jun.
    • E. Zitzler, K. Deb, and L. Thiele, "Comparison of multiobjective evolutionary algorithms: Empirical results," Evol. Comput. 8, no. 2, pp. 173-195, Jun. 2000.
    • (2000) Evol. Comput. , vol.8 , Issue.2 , pp. 173-195
    • Zitzler, E.1    Deb, K.2    Thiele, L.3
  • 49
    • 34248139109 scopus 로고    scopus 로고
    • A tutorial on performance assessment of stochastic multiobjective optimizers
    • ETH Zurich, Zurich, Switzerland, TIK-Rep. 214 (revised vesion
    • J. D. Knowles, L. Thiele, and E. Zitzler, "A tutorial on performance assessment of stochastic multiobjective optimizers," Comput. Eng. Netw. Lab., ETH Zurich, Zurich, Switzerland, TIK-Rep. 214 (revised vesion), 2006.
    • (2006) Comput. Eng. Netw. Lab.
    • Knowles, J.D.1    Thiele, L.2    Zitzler, E.3
  • 50
  • 52
    • 0037803437 scopus 로고    scopus 로고
    • Dynamic multiobjective evolutionary algorithm: Adaptive cell-based rank and density estimation
    • Jun.
    • G. G. Yen and H. Lu, "Dynamic multiobjective evolutionary algorithm: Adaptive cell-based rank and density estimation," IEEE Trans. Evol. Comput. 7, no. 3, pp. 253-274, Jun. 2003.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.3 , pp. 253-274
    • Yen, G.G.1    Lu, H.2
  • 53
    • 0042863389 scopus 로고    scopus 로고
    • Rank-density-based multiobjective genetic algorithm and benchmark test function study
    • Aug.
    • G. G. Yen and H. Lu, "Rank-density-based multiobjective genetic algorithm and benchmark test function study," IEEE Trans. Evol. Comput. 7, no. 4, pp. 325-343, Aug. 2003.
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , Issue.4 , pp. 325-343
    • Yen, G.G.1    Lu, H.2
  • 54
    • 24144433474 scopus 로고    scopus 로고
    • A generic framework for constrained optimization using genetic algorithms
    • DOI 10.1109/TEVC.2005.846817
    • S. Venkatraman and G. G. Yen, "A generic framework for constrained optimization using genetic algorithms," IEEE Trans. Evol. Comput. 9, no. 4, pp. 424-435, Aug. 2005. (Pubitemid 41226915)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.4 , pp. 424-435
    • Venkatraman, S.1    Yen, G.G.2
  • 55
    • 67349260427 scopus 로고    scopus 로고
    • An adaptive penalty formulation for constrained evolutionary optimization
    • May
    • B. G. Tessema and G. G. Yen, "An adaptive penalty formulation for constrained evolutionary optimization," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans 39, no. 3, pp. 565-578, May 2009.
    • (2009) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.39 , Issue.3 , pp. 565-578
    • Tessema, B.G.1    Yen, G.G.2
  • 56
    • 67650119309 scopus 로고    scopus 로고
    • Constraint handling in multi-objective evolutionary optimization
    • Jun.
    • Y. G.Woldesenbet, G. G. Yen, and B. G. Tessema, "Constraint handling in multi-objective evolutionary optimization," IEEE Trans. Evol. Comput. 13, no. 3, pp. 514-525, Jun. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.3 , pp. 514-525
    • Woldesenbet, Y.G.1    Yen, G.G.2    Tessema, B.G.3
  • 57
    • 67650114632 scopus 로고    scopus 로고
    • Dynamic evolutionary algorithm with variable relocation
    • Jun.
    • Y. G. Woldesenbet and G. G. Yen, "Dynamic evolutionary algorithm with variable relocation," IEEE Trans. Evol. Comput. 13, no. 3, pp. 500-513, Jun. 2009.
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.3 , pp. 500-513
    • Woldesenbet, Y.G.1    Yen, G.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.