메뉴 건너뛰기




Volumn 262, Issue , 2014, Pages 15-31

Region based memetic algorithm for real-parameter optimisation

Author keywords

Memetic algorithm; Niching strategy; Real parameter optimisation

Indexed keywords

CONTINUOUS OPTIMISATION; EXPLORATION AND EXPLOITATION; LOCAL SEARCH METHOD; MEMETIC ALGORITHMS; NICHING STRATEGIES; OPTIMISATIONS; SEARCH SPACES; STATE-OF-THE-ART ALGORITHMS;

EID: 84892553248     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2013.11.032     Document Type: Article
Times cited : (15)

References (51)
  • 4
    • 38148998723 scopus 로고    scopus 로고
    • Improvement strategies for the F-race algorithm: Sampling design and iterative refinement
    • T. Bartz-Beielstein, M.J. Blesa, C. Blum, B. Naujoks, A. Roli, G. Rudolph, M. Sampels, Lecture Notes in Computer Science Springer Heidelberg, Germany
    • P. Balaprakash, M. Birattari, and T. Stützle Improvement strategies for the F-race algorithm: sampling design and iterative refinement T. Bartz-Beielstein, M.J. Blesa, C. Blum, B. Naujoks, A. Roli, G. Rudolph, M. Sampels, Hybrid Metaheuristics Lecture Notes in Computer Science vol. 4771 2007 Springer Heidelberg, Germany 108 122
    • (2007) Hybrid Metaheuristics , vol.4771 , pp. 108-122
    • Balaprakash, P.1    Birattari, M.2    Stützle, T.3
  • 6
    • 67650169663 scopus 로고    scopus 로고
    • Tuning metaheuristics: A machine learning perspective
    • Springer Berlin/Heidelberg, Germany
    • M. Birattari Tuning metaheuristics: a machine learning perspective Studies in Computational Intelligence vol. 197 2009 Springer Berlin/Heidelberg, Germany
    • (2009) Studies in Computational Intelligence , vol.197
    • Birattari, M.1
  • 9
    • 33744781320 scopus 로고    scopus 로고
    • Evolutionary algorithms + domain knowledge = real-world evolutionary computation
    • P. Bonissone, R. Subbu, N. Eklund, and T. Kiehl Evolutionary algorithms + domain knowledge = real-world evolutionary computation IEEE Trans. Evol. Comput. 10 2006 256 280
    • (2006) IEEE Trans. Evol. Comput. , vol.10 , pp. 256-280
    • Bonissone, P.1    Subbu, R.2    Eklund, N.3    Kiehl, T.4
  • 12
    • 34247583460 scopus 로고    scopus 로고
    • Memetic algorithms in planning, scheduling, and timetabling
    • K. Dahal, K. Tan, P. Cowling, Studies in Computational Intelligence Springer Berlin/Heidelberg
    • C. Cotta, and A. Fernndez Memetic algorithms in planning, scheduling, and timetabling K. Dahal, K. Tan, P. Cowling, Evolutionary Scheduling Studies in Computational Intelligence vol. 49 2007 Springer Berlin/Heidelberg 1 30
    • (2007) Evolutionary Scheduling , vol.49 , pp. 1-30
    • Cotta, C.1    Fernndez, A.2
  • 13
    • 84555193625 scopus 로고    scopus 로고
    • Real-parameter evolutionary multimodal optimization a survey of the state-of-the-art
    • S. Das, S. Maity, B.Y. Qu, and P. Suganthan Real-parameter evolutionary multimodal optimization a survey of the state-of-the-art Swarm Evol. Comput. 1 2011 71 88
    • (2011) Swarm Evol. Comput. , vol.1 , pp. 71-88
    • Das, S.1    Maity, S.2    Qu, B.Y.3    Suganthan, P.4
  • 16
    • 79960535211 scopus 로고    scopus 로고
    • A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
    • J. Derrac, S. García, D. Molina, and F. Herrera A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms Swarm Evol. Comput. 1 2011 3 18
    • (2011) Swarm Evol. Comput. , vol.1 , pp. 3-18
    • Derrac, J.1    García, S.2    Molina, D.3    Herrera, F.4
  • 17
    • 84860415009 scopus 로고    scopus 로고
    • Automatic configuration of state-of-the-art multi-objective optimizers using the TP + PLS framework
    • N. Krasnogor, P.L. Lanzi, GECCO 2011 ACM Press New York, NY
    • J. Dubois-Lacoste, M. López-Ibáñez, and T. Stützle Automatic configuration of state-of-the-art multi-objective optimizers using the TP + PLS framework N. Krasnogor, P.L. Lanzi, Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2011 2011 ACM Press New York, NY 2019 2026
    • (2011) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 2019-2026
    • Dubois-Lacoste, J.1    López-Ibáñez, M.2    Stützle, T.3
  • 18
    • 78650510899 scopus 로고    scopus 로고
    • A hybrid TP+PLS algorithm for bi-objective flow-shop scheduling problems
    • J. Dubois-Lacoste, M. López-Ibáñez, and T. Stützle A hybrid TP+PLS algorithm for bi-objective flow-shop scheduling problems Comput. Oper. Res. 38 2011 1219 1236
    • (2011) Comput. Oper. Res. , vol.38 , pp. 1219-1236
    • Dubois-Lacoste, J.1    López-Ibáñez, M.2    Stützle, T.3
  • 19
    • 0000308566 scopus 로고
    • Real-coded genetic algorithms in genetic algorithms by preventing incest
    • L.J. Eshelman, and J.D. Schaffer Real-coded genetic algorithms in genetic algorithms by preventing incest Found. Genet. Algorithms 2 1993 187 202
    • (1993) Found. Genet. Algorithms , vol.2 , pp. 187-202
    • Eshelman, L.J.1    Schaffer, J.D.2
  • 20
    • 34748820002 scopus 로고    scopus 로고
    • A memetic algorithm and a tabu search for the multi-compartment vehicle routing problem
    • (Part Special Issue: Algorithms and Computational Methods in Feasibility and Infeasibility)
    • A.E. Fallahi, C. Prins, and R.W. Calvo A memetic algorithm and a tabu search for the multi-compartment vehicle routing problem Comput. Oper. Res. 35 2008 1725 1741 (Part Special Issue: Algorithms and Computational Methods in Feasibility and Infeasibility)
    • (2008) Comput. Oper. Res. , vol.35 , pp. 1725-1741
    • Fallahi, A.E.1    Prins, C.2    Calvo, R.W.3
  • 22
    • 0042879997 scopus 로고    scopus 로고
    • Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES)
    • N. Hansen, S.D. Müller, and P. Koumoutsakos Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES) Evol. Comput. 1 2003 1 18
    • (2003) Evol. Comput. , vol.1 , pp. 1-18
    • Hansen, N.1    Müller, S.D.2    Koumoutsakos, P.3
  • 23
    • 84855440057 scopus 로고    scopus 로고
    • Ockhams Razor in memetic computing: Three stage optimal memetic exploration
    • G. Iacca, F. Neri, E. Mininno, Y.S. Ong, and M.H. Lim Ockhams Razor in memetic computing: three stage optimal memetic exploration Inf. Sci. 188 2012 17 43
    • (2012) Inf. Sci. , vol.188 , pp. 17-43
    • Iacca, G.1    Neri, F.2    Mininno, E.3    Ong, Y.S.4    Lim, M.H.5
  • 24
    • 0038273913 scopus 로고    scopus 로고
    • Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling
    • H. Ishibuchi, T. Yoshida, and T. Murata Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling IEEE Trans. Evol. Comput. 7 2003 204 223
    • (2003) IEEE Trans. Evol. Comput. , vol.7 , pp. 204-223
    • Ishibuchi, H.1    Yoshida, T.2    Murata, T.3
  • 26
    • 27344452492 scopus 로고    scopus 로고
    • A tutorial for competent memetic algorithms: Model, taxonomy, and design issues
    • N. Krasnogor, and J. Smith A tutorial for competent memetic algorithms: model, taxonomy, and design issues IEEE Tran. Evol. Comput. 9 2005 474 488
    • (2005) IEEE Tran. Evol. Comput. , vol.9 , pp. 474-488
    • Krasnogor, N.1    Smith, J.2
  • 27
  • 28
    • 80051855151 scopus 로고    scopus 로고
    • The irace package, Iterated Race for Automatic Algorithm Configuration, Technical Report TR/IRIDIA/2011-004
    • Université Libre de Bruxelles, Belgium
    • M. López-Ibáñez, J. Dubois-Lacoste, T. Stützle, M. Birattari, The irace package, Iterated Race for Automatic Algorithm Configuration, Technical Report TR/IRIDIA/2011-004, IRIDIA, Université Libre de Bruxelles, Belgium, 2011.
    • (2011) IRIDIA
    • López-Ibáñez, M.1    Dubois-Lacoste, J.2    Stützle, T.3    Birattari, M.4
  • 29
    • 80051834047 scopus 로고    scopus 로고
    • Editorial scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems
    • M. Lozano, D. Molina, and F. Herrera Editorial scalability of evolutionary algorithms and other metaheuristics for large-scale continuous optimization problems Soft Comput. 15 2011 2085 2087
    • (2011) Soft Comput. , vol.15 , pp. 2085-2087
    • Lozano, M.1    Molina, D.2    Herrera, F.3
  • 30
    • 0031069121 scopus 로고    scopus 로고
    • The racing algorithm: Model selection for lazy learners
    • O. Maron, and A.W. Moore The racing algorithm: model selection for lazy learners Artif. Intell. Res. 11 1997 193 225
    • (1997) Artif. Intell. Res. , vol.11 , pp. 193-225
    • Maron, O.1    Moore, A.W.2
  • 31
    • 77951107511 scopus 로고    scopus 로고
    • A memetic algorithm for the multi-compartment vehicle routing problem with stochastic demands
    • J.E. Mendoza, B. Castanier, C. Guret, A.L. Medaglia, and N. Velasco A memetic algorithm for the multi-compartment vehicle routing problem with stochastic demands Comput. Oper. Res. 37 2010 1886 1898
    • (2010) Comput. Oper. Res. , vol.37 , pp. 1886-1898
    • Mendoza, J.E.1    Castanier, B.2    Guret, C.3    Medaglia, A.L.4    Velasco, N.5
  • 32
    • 77749289802 scopus 로고    scopus 로고
    • Memetic algorithms for continuous optimisation based on local search chains
    • D. Molina, M. Lozano, C. García-Martínez, and F. Herrera Memetic algorithms for continuous optimisation based on local search chains Evol. Comput. 18 2010 27 63
    • (2010) Evol. Comput. , vol.18 , pp. 27-63
    • Molina, D.1    Lozano, M.2    García-Martínez, C.3    Herrera, F.4
  • 33
    • 80053933552 scopus 로고    scopus 로고
    • Memetic algorithms based on local search chains for large scale continuous optimisation problems: MA-SSW-Chains
    • D. Molina, M. Lozano, A.M. Sánchez, and F. Herrera Memetic algorithms based on local search chains for large scale continuous optimisation problems: MA-SSW-Chains Soft Comput. 15 2010 2201 2220
    • (2010) Soft Comput. , vol.15 , pp. 2201-2220
    • Molina, D.1    Lozano, M.2    Sánchez, A.M.3    Herrera, F.4
  • 36
    • 0003140039 scopus 로고
    • Predictive models for the breeding genetic algorithm in continuous parameter optimization
    • H. Mülenbein, and D. Schlierkamp-Voosen Predictive models for the breeding genetic algorithm in continuous parameter optimization Evol. Comput. 1 1993 25 49
    • (1993) Evol. Comput. , vol.1 , pp. 25-49
    • Mülenbein, H.1    Schlierkamp-Voosen, D.2
  • 37
    • 84855278833 scopus 로고    scopus 로고
    • Memetic algorithms and memetic computing optimization: A literature review
    • F. Neri, and C. Cotta Memetic algorithms and memetic computing optimization: a literature review Swarm Evol. Comput. 2 2012 1 14
    • (2012) Swarm Evol. Comput. , vol.2 , pp. 1-14
    • Neri, F.1    Cotta, C.2
  • 38
    • 77951285978 scopus 로고    scopus 로고
    • Memetic compact differential evolution for cartesian robot control
    • F. Neri, and E. Mininno Memetic compact differential evolution for cartesian robot control IEEE Comput. Intell. Mag. 5 2010 54 65
    • (2010) IEEE Comput. Intell. Mag. , vol.5 , pp. 54-65
    • Neri, F.1    Mininno, E.2
  • 39
    • 34248348080 scopus 로고    scopus 로고
    • An adaptive evolutionary algorithm with intelligent mutation local searchers for designing multidrug therapies for HIV
    • F. Neri, J. Toivanen, and R.A. Mäkinen An adaptive evolutionary algorithm with intelligent mutation local searchers for designing multidrug therapies for HIV Appl. Intell. 27 2007 219 235
    • (2007) Appl. Intell. , vol.27 , pp. 219-235
    • Neri, F.1    Toivanen, J.2    Mäkinen, R.A.3
  • 41
    • 77951278725 scopus 로고    scopus 로고
    • Research frontier: Memetic computation - Past, present & future
    • Y.S. Ong, M. Lim, and X. Chen Research frontier: memetic computation - past, present & future IEEE Comput. Intell. Mag. 5 2010 24 31
    • (2010) IEEE Comput. Intell. Mag. , vol.5 , pp. 24-31
    • Ong, Y.S.1    Lim, M.2    Chen, X.3
  • 44
    • 0001723141 scopus 로고
    • An automatic method for finding the greatest or least value of a function
    • H.H. Rosenbrock An automatic method for finding the greatest or least value of a function Comput. J. 3 1960 175 184
    • (1960) Comput. J. , vol.3 , pp. 175-184
    • Rosenbrock, H.H.1
  • 46
    • 0019525292 scopus 로고
    • Minimization by random search techniques
    • F. Solis, and R. Wets Minimization by random search techniques Math. Oper. Res. 6 1981 19 30
    • (1981) Math. Oper. Res. , vol.6 , pp. 19-30
    • Solis, F.1    Wets, R.2
  • 49
    • 77957677793 scopus 로고    scopus 로고
    • A memetic algorithm for extending wireless sensor network lifetime
    • C.K. Ting, and C.C. Liao A memetic algorithm for extending wireless sensor network lifetime Inf. Sci. 180 2010 4818 4833
    • (2010) Inf. Sci. , vol.180 , pp. 4818-4833
    • Ting, C.K.1    Liao, C.C.2
  • 50
    • 55749101718 scopus 로고    scopus 로고
    • Multiple trajectory search for large scale global optimization
    • CEC 2008, (IEEE World Congress on Computational Intelligence)
    • L.Y. Tseng, C. Chen, Multiple trajectory search for large scale global optimization, in: IEEE Congress on Evolutionary Computation, 2008, CEC 2008, (IEEE World Congress on Computational Intelligence), pp. 3052-3059.
    • (2008) IEEE Congress on Evolutionary Computation , pp. 3052-3059
    • Tseng, L.Y.1    Chen, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.