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Volumn 43, Issue 7, 2012, Pages 1268-1283

A memetic particle swarm optimisation algorithm for dynamic multi-modal optimisation problems

Author keywords

dynamic multi modal optimisation problem; local search; memetic algorithm; memetic computing; particle swarm optimisation; speciation

Indexed keywords

LOCAL SEARCH; MEMETIC ALGORITHMS; MEMETIC COMPUTING; MULTI-MODAL; PARTICLE SWARM OPTIMISATION; SPECIATION;

EID: 84861805907     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207721.2011.605966     Document Type: Article
Times cited : (33)

References (45)
  • 1
    • 77951133115 scopus 로고    scopus 로고
    • A pareto-based memetic algorithm for optimisation of looped water distribution systems
    • Banous, R., Gil, C., Reca, J., and Ortega, J. (2009), 'A Pareto-based Memetic Algorithm for Optimisation of Looped Water Distribution Systems', International Journal of Systems Science, 42, 223-240.
    • (2009) International Journal of Systems Science , vol.42 , pp. 223-240
    • Banous, R.1    Gil, C.2    Reca, J.3    Ortega, J.4
  • 2
    • 33747387640 scopus 로고    scopus 로고
    • Multiswarms, exclusion, and anti-convergence in dynamic environments
    • DOI 10.1109/TEVC.2005.857074
    • Blackwell, T.M., and Branke, J. (2006), 'Multiswarms, Exclusion, and Anti-convergence in Dynamic Environments', IEEE Transactions on Evolutionary Computation, 10, 459-472. (Pubitemid 44251378)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 459-472
    • Blackwell, T.1    Branke, J.2
  • 4
    • 0038684536 scopus 로고    scopus 로고
    • Solving systems of unconstrained equations using particle swarm optimisation
    • Man, and Cybernetics
    • Brits, R., Engelbrecht, A.P., and Bergh, F. (2002), 'Solving Systems of Unconstrained Equations Using Particle Swarm Optimisation', in Proceedings of IEEE Conference on Systems, Man, and Cybernetics, pp. 102-107.
    • (2002) Proceedings of IEEE Conference on Systems , pp. 102-107
    • Brits, R.1    Engelbrecht, A.P.2    Bergh, F.3
  • 5
    • 34249068297 scopus 로고    scopus 로고
    • Locating multiple optima using particle swarm optimization
    • DOI 10.1016/j.amc.2006.12.066, PII S0096300306017826
    • Brits, R., Engelbrecht, A.P., and Bergh, F. (2007), 'Locating Multiple Optima using Particle Swarm Optimisation', Applied Mathematics and Computation, 189, 1859-1883. (Pubitemid 46802795)
    • (2007) Applied Mathematics and Computation , vol.189 , Issue.2 , pp. 1859-1883
    • Brits, R.1    Engelbrecht, A.P.2    Van Den Bergh, F.3
  • 6
    • 62549089098 scopus 로고    scopus 로고
    • Super-fit control adaptation in memetic differential evolution frameworks
    • Caponio, A., Neri, F., and Tirronen, V. (2009), 'Super-fit Control Adaptation in Memetic Differential Evolution Frameworks', Soft Computing, 13, 811-831.
    • (2009) Soft Computing , vol.13 , pp. 811-831
    • Caponio, A.1    Neri, F.2    Tirronen, V.3
  • 8
    • 77951903804 scopus 로고    scopus 로고
    • Environmentally constrained economic dispatch using pareto archive particle swarm optimisation
    • Chen, Y., and Wang, W. (2010), 'Environmentally Constrained Economic Dispatch using Pareto Archive Particle Swarm Optimisation', International Journal of Systems Science, 41, 593-605.
    • (2010) International Journal of Systems Science , vol.41 , pp. 593-605
    • Chen, Y.1    Wang, W.2
  • 9
    • 0003497966 scopus 로고
    • An investigation into the use of hypermutation as an adaptive operator in genetic algorithms having continuous, time-dependent nonstationary environment
    • Naval Research Laboratory, Washington DC, USA
    • Cobb, H.G. (1990), 'An Investigation Into the Use of Hypermutation as an Adaptive Operator in Genetic Algorithms Having Continuous, Time-dependent Nonstationary Environment', Technical Report AIC-90-001, Naval Research Laboratory, Washington, DC, USA.
    • (1990) Technical Report AIC-90-001
    • Cobb, H.G.1
  • 10
    • 0037016631 scopus 로고    scopus 로고
    • Theoretical and numerical constraint-handling techniques used with evolutionary algorithms: A survey of the state of the art
    • Coello, C.A.C. (2002), 'Theoretical and Numerical Constraint-handling Techniques Used with Evolutionary Algorithms: A Survey of the State of the Art', Computer Methods in Applied Mechanics and Engineering, 191, 1245-1287.
    • (2002) Computer Methods in Applied Mechanics and Engineering , vol.191 , pp. 1245-1287
    • Coello, C.A.C.1
  • 11
    • 44949127284 scopus 로고    scopus 로고
    • Multi-strategy ensemble particle swarm optimisation for dynamic optimisation
    • Du, W., and Lin, B. (2008), 'Multi-strategy Ensemble Particle Swarm Optimisation for Dynamic Optimisation', Information Science, 178, 3096-3109.
    • (2008) Information Science , vol.178 , pp. 3096-3109
    • Du, W.1    Lin, B.2
  • 12
    • 33846686437 scopus 로고    scopus 로고
    • A hierarchical particle swarm optimizer for noisy and dynamic environments
    • DOI 10.1007/s10710-006-9014-6, Special Issue: Evolutionary Computation in Dynamic and Uncertain Environments. Guest Editors: Shengxiang Yang, Yew-Soon Ong and Yaochu Jin
    • Janson, S., and Middendorf, M. (2006), 'A Hierarchical Particle Swarm Optimiser for Noisy and Dynamic Environments', Genet Program Evolvable Mach, 7, 329-354. (Pubitemid 46190776)
    • (2006) Genetic Programming and Evolvable Machines , vol.7 , Issue.4 , pp. 329-354
    • Janson, S.1    Middendorf, M.2
  • 13
    • 21044438483 scopus 로고    scopus 로고
    • Evolutionary optimization in uncertain environments - A survey
    • DOI 10.1109/TEVC.2005.846356
    • Jin, Y., and Branke, J. (2005), 'Evolutionary Optimization in Uncertain Environments-a Survey', IEEE Transactions on Evolutionary Computation, 9, 303-317. (Pubitemid 40871134)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.3 , pp. 303-317
    • Jin, Y.1    Branke, J.2
  • 17
    • 27344452492 scopus 로고    scopus 로고
    • A tutorial for competent memetic algorithms: Model, taxonomy, and design issues
    • DOI 10.1109/TEVC.2005.850260
    • Krasnogor, N., and Smith, J. (2005), 'A Tutorial for Competent Memetic Algorithms: Model, Taxonomy, and Design Issues', IEEE Transactions on Evolutionary Computation, 9, 474-488. (Pubitemid 41522757)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.5 , pp. 474-488
    • Krasnogor, N.1    Smith, J.2
  • 18
    • 0036715627 scopus 로고    scopus 로고
    • A species conserving genetic algorithm for multimodal function optimisation
    • Li, J., Balazs, M.E., Parks, G., and Clarkson, P.J. (2002), 'A Species Conserving Genetic Algorithm for Multimodal Function Optimisation', Evolutionary Computation, 10, 207-234.
    • (2002) Evolutionary Computation , vol.10 , pp. 207-234
    • Li, J.1    Balazs, M.E.2    Parks, G.3    Clarkson, P.J.4
  • 21
    • 33847660098 scopus 로고    scopus 로고
    • A multiobjective memetic algorithm based on particle swarm optimization
    • DOI 10.1109/TSMCB.2006.883270, Special Issue on Memetic Algorithms
    • Liu, D., Tan, K.C., Goh, C.K., and Ho, W.K. (2007), 'A Multiobjective Memetic Algorthm Based on Particle Swarm Optimisation', IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 37, 42-50. (Pubitemid 46358478)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.1 , pp. 42-50
    • Liu, D.1    Tan, K.C.2    Goh, C.K.3    Ho, W.K.4
  • 23
    • 27144494571 scopus 로고    scopus 로고
    • DynDE: A Differential Evolution for dynamic optimization problems
    • 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
    • Mendes, R., and Mohais, A.S. (2005), 'DynDE: A Differential Evolution for Dynamic Optimisation Problems', in Proceeding of IEEE International Conference on Evolutionary Computation, pp. 2808-2815. (Pubitemid 41496198)
    • (2005) 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings , vol.3 , pp. 2808-2815
    • Mendes, R.1    Mohais, A.S.2
  • 24
    • 25444524580 scopus 로고    scopus 로고
    • Evolutionary algorithms for constrained parameter optimization problems
    • Michalewicz, Z., and Schoenauer, M. (1996), 'Evolutionary Algorithm for Constrained Parameter Optimisation Problems', Evolutionary Computation, 4, 1-32. (Pubitemid 126707158)
    • (1996) Evolutionary Computation , vol.4 , Issue.1 , pp. 1-32
    • Michalewicz, Z.1
  • 25
    • 79953060187 scopus 로고    scopus 로고
    • Disturbed exploitation compact differential evolution for limited memory optimisation problems
    • Neri, F., Iacca, G., and Mininno, E. (2011), 'Disturbed Exploitation Compact Differential Evolution for Limited Memory Optimisation Problems', Information Sciences, 181, 2469-2487.
    • (2011) Information Sciences , vol.181 , pp. 2469-2487
    • Neri, F.1    Iacca, G.2    Mininno, E.3
  • 26
    • 77951285978 scopus 로고    scopus 로고
    • Memetic compact differential evolution for cartesian robot control
    • Neri, F., and Mininno, E. (2010), 'Memetic Compact Differential Evolution for Cartesian Robot Control', IEEE Computational Intelligence Magazine, 5, 54-65.
    • (2010) IEEE Computational Intelligence Magazine , vol.5 , pp. 54-65
    • Neri, F.1    Mininno, E.2
  • 29
    • 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, 440-458. (Pubitemid 44251377)
    • (2006) IEEE Transactions on Evolutionary Computation , vol.10 , Issue.4 , pp. 440-458
    • Parrott, D.1    Li, X.2
  • 31
    • 71749118341 scopus 로고    scopus 로고
    • A memetic algorithm for bi-objective integrated forward/reverse logistics network design
    • Pishvaee, M.S., Farahani, R.Z., and Dullaert, W. (2010), 'A Memetic Algorithm for Bi-objective Integrated Forward/Reverse Logistics Network Design', Computers and Operations Research, 37, 1100-1112.
    • (2010) Computers and Operations Research , vol.37 , pp. 1100-1112
    • Pishvaee, M.S.1    Farahani, R.Z.2    Dullaert, W.3
  • 32
    • 0346910185 scopus 로고    scopus 로고
    • A hybrid algorithm for identifying global and local minima when optimising functions with many minima
    • Salhi, S., and Queen, N.M. (2004), 'A Hybrid Algorithm for Identifying Global and Local Minima When Optimising Functions with Many Minima', European Journal of Operational Research, 155, 51-67.
    • (2004) European Journal of Operational Research , vol.155 , pp. 51-67
    • Salhi, S.1    Queen, N.M.2
  • 33
    • 33847647183 scopus 로고    scopus 로고
    • Coevolving memetic algorithms: A review and progress report
    • DOI 10.1109/TSMCB.2006.883273, Special Issue on Memetic Algorithms
    • Smith, J.E. (2007), 'Coevolving Memetic Algorithms: A Review and Progress Report', IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, 37, 6-17. (Pubitemid 46358475)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.1 , pp. 6-17
    • Smith, J.E.1
  • 35
    • 62549102874 scopus 로고    scopus 로고
    • A memetic algorithm with adaptive hill climbing strategy for dynamic optimisation problems
    • Wang, H., Wang, D., and Yang, S. (2009), 'A Memetic Algorithm with Adaptive Hill Climbing Strategy for Dynamic Optimisation Problems', Soft Computing, 13, 763-780.
    • (2009) Soft Computing , vol.13 , pp. 763-780
    • Wang, H.1    Wang, D.2    Yang, S.3
  • 37
    • 77955922174 scopus 로고    scopus 로고
    • A particle swarm optimisation based memetic algorithm for dynamic optimisation problems
    • Wang, H., Yang, S., Ip, W.H., and Wang, D. (2010), 'A Particle Swarm Optimisation Based Memetic Algorithm for Dynamic Optimisation Problems', Natural Computing, 9, 703-725.
    • (2010) Natural Computing , vol.9 , pp. 703-725
    • Wang, H.1    Yang, S.2    Ip, W.H.3    Wang, D.4
  • 38
    • 70449523257 scopus 로고    scopus 로고
    • Distributed differential evolution with explorative-exploitative population families
    • Weber, M., Neri, F., and Tirronen, V. (2009), 'Distributed Differential Evolution with Explorative-exploitative Population Families', Genetic Programming and Evolvable Machines, 10, 343-371.
    • (2009) Genetic Programming and Evolvable Machines , vol.10 , pp. 343-371
    • Weber, M.1    Neri, F.2    Tirronen, V.3
  • 39
    • 84864685316 scopus 로고    scopus 로고
    • Scale factor inheritance mechanism in distributed differential evolution
    • Weber, M., Tirronen, V., and Neri, F. (2010), 'Scale Factor Inheritance Mechanism in Distributed Differential Evolution', Soft Computing, 14, 1187-1207.
    • (2010) Soft Computing , vol.14 , pp. 1187-1207
    • Weber, M.1    Tirronen, V.2    Neri, F.3
  • 40
    • 33746228065 scopus 로고    scopus 로고
    • An intelligent genetic algorithm designed for global optimization of multi-minima functions
    • DOI 10.1042/BJ20051479, PII S0096300305009811
    • Xing, L., Chen, Y., and Cai, X. (2006), 'An Intelligent Genetic Algorithm Designed for Global Optimisation of Multi-minima Functions', Applied Mathematics and Computation, 178, 355-371. (Pubitemid 44092997)
    • (2006) Applied Mathematics and Computation , vol.178 , Issue.2 , pp. 355-371
    • Xing, L.-n.1    Chen, Y.-w.2    Cai, H.-p.3
  • 41
    • 78649882324 scopus 로고    scopus 로고
    • A clustering particle swarm optimiser for locating and tracking multiple optima in dynamic environments
    • Yang, S., and Li, C. (2010), 'A Clustering Particle Swarm Optimiser for Locating and Tracking Multiple Optima in Dynamic Environments', IEEE Transactions on Evolutionary Computation, 14, 959-974.
    • (2010) IEEE Transactions on Evolutionary Computation , vol.14 , pp. 959-974
    • Yang, S.1    Li, C.2
  • 43
    • 53349178106 scopus 로고    scopus 로고
    • Population-based incremental learning with associative memory for dynamic environments
    • Yang, S., and Yao, X. (2008), 'Population-based Incremental Learning with Associative Memory for Dynamic Environments', IEEE Transactions on Evolutionary Computation, 12, 542-561.
    • (2008) IEEE Transactions on Evolutionary Computation , vol.12 , pp. 542-561
    • Yang, S.1    Yao, X.2
  • 44
    • 33748422196 scopus 로고    scopus 로고
    • A novel adaptive sequential niche technique for multimodal function optimization
    • DOI 10.1016/j.neucom.2006.02.016, PII S0925231206001378, Brain Inspired Cognitive Systems Selected papers from the 1st International Conference on Brain Inspired Cognitive Systems (BICS 2004)
    • Zhang, J., Huanga, D., Lok, T.M., and Lyu, M.R. (2006), 'A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimisation', Neurocomputing, 69, 2396-2401. (Pubitemid 44340620)
    • (2006) Neurocomputing , vol.69 , Issue.16-18 , pp. 2396-2401
    • Zhang, J.1    Huang, D.-S.2    Lok, T.-M.3    Lyu, M.R.4
  • 45
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach
    • Zitzler, E., and Thiele, L. (2006), 'Multiobjective Evolutionary Algorithms: A Comparative Case Study and the Strength Pareto Approach', IEEE Transactions on Evolutionary Computation, 3, 257-271.
    • (2006) IEEE Transactions on Evolutionary Computation , vol.3 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


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