메뉴 건너뛰기




Volumn 183, Issue 1, 2012, Pages 48-65

A theoretical and empirical study on unbiased boundary-extended crossover for real-valued representation

Author keywords

Crossover bias; Genetic algorithms; Quotient metric space; Real coded representation

Indexed keywords

BOUNDARY EXTENSIONS; CROSSOVER BIAS; CROSSOVER OPERATOR; DATA SETS; EMPIRICAL STUDIES; FITNESS FUNCTIONS; NON-LINEAR REGRESSION; NOVEL METHODOLOGY; QUOTIENT METRIC SPACE; REAL-CODED; REAL-CODED GENETIC ALGORITHM; REAL-SPACE; REAL-VALUED REPRESENTATIONS; TEST FUNCTIONS;

EID: 80055049701     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2011.07.013     Document Type: Article
Times cited : (24)

References (86)
  • 1
    • 84857832525 scopus 로고    scopus 로고
    • A modified artificial bee colony algorithm for real-parameter optimization
    • doi:10.1016/j.ins.2010.07.015
    • B. Akay, D. Karaboga, A modified artificial bee colony algorithm for real-parameter optimization, Information Sciences, (2010), doi:10.1016/j.ins. 2010.07.015.
    • (2010) Information Sciences
    • Akay, B.1    Karaboga, D.2
  • 2
    • 27144512834 scopus 로고    scopus 로고
    • A restart CMA evolution strategy with increasing population size
    • 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings
    • A. Auger, N. Hansen, A restart CMA evolution strategy with increasing population size, in: Proceedings of the Congress on Evolutionary Computation, vol. 2, 2005, pp. 1769-1776. (Pubitemid 41496063)
    • (2005) 2005 IEEE Congress on Evolutionary Computation, IEEE CEC 2005. Proceedings , vol.2 , pp. 1769-1776
    • Auger, A.1    Hansen, N.2
  • 8
    • 0035364522 scopus 로고    scopus 로고
    • On self-adaptive features in real-parameter evolutionary algorithms
    • DOI 10.1109/4235.930314, PII S1089778X01053759
    • H.-G. Beyer, and K. Deb On self-adaptive features in real-parameter evolutionary algorithms IEEE Transactions on Evolutionary Computation 5 3 2001 250 270 (Pubitemid 32645073)
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.3 , pp. 250-270
    • Beyer, H.-G.1    Deb, K.2
  • 9
    • 59149084385 scopus 로고    scopus 로고
    • Moving towards efficient decision tree construction
    • B. Chandra, and P.P. Varghese Moving towards efficient decision tree construction Information Sciences 179 8 2009 1059 1069
    • (2009) Information Sciences , vol.179 , Issue.8 , pp. 1059-1069
    • Chandra, B.1    Varghese, P.P.2
  • 11
    • 0032090794 scopus 로고    scopus 로고
    • A Genetic Algorithm for the Multidimensional Knapsack Problem
    • P.C. Chu, and J.E. Beasley A genetic algorithm for the multidimensional knapsack problem Journal of Heuristics 4 1998 63 86 (Pubitemid 128512788)
    • (1998) Journal of Heuristics , vol.4 , Issue.1 , pp. 63-86
    • Chu, P.C.1    Beasley, J.E.2
  • 14
    • 63849340354 scopus 로고    scopus 로고
    • On stability and convergence of the population-dynamics in differential evolution
    • S. Dasgupta, S. Das, A. Biswas, and A. Abraham On stability and convergence of the population-dynamics in differential evolution AI Communicaitons 22 1 2009 1 20
    • (2009) AI Communicaitons , vol.22 , Issue.1 , pp. 1-20
    • Dasgupta, S.1    Das, S.2    Biswas, A.3    Abraham, A.4
  • 15
    • 0000991259 scopus 로고
    • Simulated Binary Crossover for Continuous Search Space
    • K. Deb, and R.B. Agrawal Simulated binary crossover for continuous search space Complex Systems 9 2 1995 115 148 (Pubitemid 126034016)
    • (1995) Complex systems , vol.9 , Issue.2 , pp. 115-148
    • Deb, K.1    Agrawal, R.B.2
  • 16
    • 0036885602 scopus 로고    scopus 로고
    • A computationally efficient evolutionary algorithm for real-parameter optimization
    • K. Deb, A. Anand, and D. Joshi A computationally efficient evolutionary algorithm for real-parameter optimization Evolutionary Computation 10 4 2002 371 395
    • (2002) Evolutionary Computation , vol.10 , Issue.4 , pp. 371-395
    • Deb, K.1    Anand, A.2    Joshi, D.3
  • 18
    • 0001119607 scopus 로고
    • Real-coded Genetic Algorhithms with Simulated Binary Crossover: Studies on Multimodel and Multiobjective Problems
    • K. Deb, and A. Kumar Real-coded genetic algorithms with simulated binary crossover: Studies on multi-modal and multi-objective problems Complex Systems 9 1995 431 454 (Pubitemid 127068000)
    • (1995) Complex systems , vol.9 , Issue.6 , pp. 431-454
    • Deb, K.1    Kumar, A.2
  • 19
    • 34548077192 scopus 로고    scopus 로고
    • Self-adaptive simulated binary crossover for real-parameter optimization
    • DOI 10.1145/1276958.1277190, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • K. Deb, K. Sindhya, T. Okabe, Self-adaptive simulated binary crossover for real-parameter optimization, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2007, pp. 1187-1194. (Pubitemid 47291681)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 1187-1194
    • Deb, K.1    Sindhya, K.2    Okabe, T.3
  • 20
    • 34547363717 scopus 로고    scopus 로고
    • A simple cellular genetic algorithm for continuous optimization
    • 1688665, 2006 IEEE Congress on Evolutionary Computation, CEC 2006
    • B. Dorronsoro, E. Alba, A simple cellular genetic algorithm for continuous optimization, in: Proceedings of the IEEE Congress on Evolutionary Computation, 2006, pp. 2838-2844. (Pubitemid 47130854)
    • (2006) 2006 IEEE Congress on Evolutionary Computation, CEC 2006 , pp. 2838-2844
    • Dorronsoro, B.1    Alba, E.2
  • 21
    • 0001334115 scopus 로고
    • The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination
    • L.J. Eshelman, The CHC adaptive search algorithm: How to have safe search when engaging in nontraditional genetic recombination, in: Proceedings of the Workshop on Foundations of Genetic Algorithms, 1991, pp. 265-283.
    • (1991) Proceedings of the Workshop on Foundations of Genetic Algorithms , pp. 265-283
    • Eshelman, L.J.1
  • 24
    • 0000332101 scopus 로고
    • Real-coded genetic algorithms, virtual alphabets, and blocking
    • D.E. Goldberg Real-coded genetic algorithms, virtual alphabets, and blocking Complex Systems 5 1991 139 167
    • (1991) Complex Systems , vol.5 , pp. 139-167
    • Goldberg, D.E.1
  • 26
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • N. Hansen, and A. Ostermeier Completely derandomized self-adaptation in evolution strategies Evolutionary Computation 9 2001 159 195
    • (2001) Evolutionary Computation , vol.9 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 27
    • 0037338399 scopus 로고    scopus 로고
    • A taxonomy for the crossover operator for real-coded genetic algorithms: An experimental study
    • F. Herrera, M. Lozano, and A.M. Sánchez A taxonomy for the crossover operator for real-coded genetic algorithms: an experimental study International Journal of Intelligent Systems 18 3 2003 309 338
    • (2003) International Journal of Intelligent Systems , vol.18 , Issue.3 , pp. 309-338
    • Herrera, F.1    Lozano, M.2    Sánchez, A.M.3
  • 28
    • 14844346163 scopus 로고    scopus 로고
    • Hybrid crossover operators for real-coded genetic algorithms: An experimental study
    • DOI 10.1007/s00500-004-0380-9
    • F. Herrera, M. Lozano, and A.M. Sánchez Hybrid crossover operators for real-coded genetic algorithms: an experimental study Soft Computing 9 4 2005 280 298 (Pubitemid 40351930)
    • (2005) Soft Computing , vol.9 , Issue.4 , pp. 280-298
    • Herrera, F.1    Lozano, M.2    Sanchez, A.M.3
  • 29
    • 0032136585 scopus 로고    scopus 로고
    • Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis
    • F. Herrera, M. Lozano, and J.L. Verdegay Tackling real-coded genetic algorithms: operators and tools for behavioural analysis Artificial Intelligence Review 12 4 1998 265 319 (Pubitemid 128514089)
    • (1998) Artificial Intelligence Review , vol.12 , Issue.4 , pp. 265-319
    • Herrera, F.1    Lozano, M.2    Verdegay, J.L.3
  • 32
    • 63149190200 scopus 로고    scopus 로고
    • A generalized-constraint neural network model: Associating partially known relationships for nonlinear regressions
    • B.-G. Hu, H.-B. Qu, Y. Wang, and S.-H. Yang A generalized-constraint neural network model: associating partially known relationships for nonlinear regressions Information Sciences 179 12 2009 1929 1943
    • (2009) Information Sciences , vol.179 , Issue.12 , pp. 1929-1943
    • Hu, B.-G.1    Qu, H.-B.2    Wang, Y.3    Yang, S.-H.4
  • 33
    • 80055064646 scopus 로고    scopus 로고
    • Example-based learning particle swarm optimization for continuous optimization
    • H. Huang, H. Qin, Z. Hao, and A. Lim Example-based learning particle swarm optimization for continuous optimization Information Sciences 182 1 2011 125 138
    • (2011) Information Sciences , vol.182 , Issue.1 , pp. 125-138
    • Huang, H.1    Qin, H.2    Hao, Z.3    Lim, A.4
  • 34
    • 70349114254 scopus 로고    scopus 로고
    • An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification
    • O. Ibáñez, L. Ballerini, O. Cordón, S. Damas, and J. Santamaría An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification Information Sciences 179 23 2009 3998 4028
    • (2009) Information Sciences , vol.179 , Issue.23 , pp. 3998-4028
    • Ibáñez, O.1    Ballerini, L.2    Cordón, O.3    Damas, S.4    Santamaría, J.5
  • 35
    • 34248143032 scopus 로고    scopus 로고
    • Covariance matrix adaptation for multi-objective optimization
    • C. Igel, N. Hansen, and S. Roth Covariance matrix adaptation for multi-objective optimization Evolutionary Computation 15 1 2007 1 28
    • (2007) Evolutionary Computation , vol.15 , Issue.1 , pp. 1-28
    • Igel, C.1    Hansen, N.2    Roth, S.3
  • 36
    • 33750258817 scopus 로고    scopus 로고
    • A computational efficient covariance matrix update and a (1+1)-CMA for evolution strategies
    • GECCO 2006 - Genetic and Evolutionary Computation Conference
    • C. Igel, T. Suttorp, N. Hansen, A computational efficient covariance matrix update and a (1 + 1)-CMA for evolution strategies, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2006, pp. 453-460. (Pubitemid 44611358)
    • (2006) GECCO 2006 - Genetic and Evolutionary Computation Conference , vol.1 , pp. 453-460
    • Igel, C.1    Suttorp, T.2    Hansen, N.3
  • 37
    • 34248585739 scopus 로고    scopus 로고
    • Algorithmic analysis of a basic evolutionary algorithm for continuous optimization
    • DOI 10.1016/j.tcs.2007.02.042, PII S030439750700134X, Automata, Languages and Programming
    • J. Jägersküpper Algorithmic analysis of a basic evolutionary algorithm for continuous optimization Theoretical Computer Science 379 3 2007 329 347 (Pubitemid 46754584)
    • (2007) Theoretical Computer Science , vol.379 , Issue.3 , pp. 329-347
    • Jagerskupper, J.1
  • 39
    • 79960560056 scopus 로고    scopus 로고
    • Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions
    • Y.-T. Juang, S.-L. Tung, and H.-C. Chiu Adaptive fuzzy particle swarm optimization for global optimization of multimodal functions Information Sciences 181 20 2011 4539 4549
    • (2011) Information Sciences , vol.181 , Issue.20 , pp. 4539-4549
    • Juang, Y.-T.1    Tung, S.-L.2    Chiu, H.-C.3
  • 40
    • 79957509556 scopus 로고    scopus 로고
    • Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
    • F. Kang, J. Li, and Z. Ma Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions Information Sciences 181 16 2011 3508 3531
    • (2011) Information Sciences , vol.181 , Issue.16 , pp. 3508-3531
    • Kang, F.1    Li, J.2    Ma, Z.3
  • 41
    • 0035375260 scopus 로고    scopus 로고
    • A comparison study of self-adaptation in evolution strategies and real-coded genetic algorithms
    • H. Kita A comparison study of self-adaptation in evolution strategies and real-coded genetic algorithms Evolutionary Computation 9 2 2001 223 241
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 223-241
    • Kita, H.1
  • 43
    • 83755205170 scopus 로고    scopus 로고
    • Multi-parental extension of the unimodal normal distribution crossover for real-coded genetic algorithms
    • H. Kita, I. Ono, S. Kobayashi, Multi-parental extension of the unimodal normal distribution crossover for real-coded genetic algorithms, in: Proceedings of the Congress on Evolutionary Computation, 1999, pp. 1581-1587.
    • (1999) Proceedings of the Congress on Evolutionary Computation , pp. 1581-1587
    • Kita, H.1    Ono, I.2    Kobayashi, S.3
  • 46
    • 34548095696 scopus 로고    scopus 로고
    • An experimental analysis of evolution strategies and particle swarm optimisers using design of experiments
    • DOI 10.1145/1276958.1277099, Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference
    • O. Kramer, B. Gloger, A. Goebels, An experimental analysis of evolution strategies and particle swarm optimisers using design of experiments, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2007, pp. 674-681. (Pubitemid 47291601)
    • (2007) Proceedings of GECCO 2007: Genetic and Evolutionary Computation Conference , pp. 674-681
    • Kramer, O.1    Gloger, B.2    Goebels, A.3
  • 47
    • 33947136501 scopus 로고    scopus 로고
    • Coevolutionary particle swarm optimization using gaussian distribution for solving constrained optimization problems
    • DOI 10.1109/TSMCB.2006.873185
    • R.A. Krohling, and L.S. Coelho Coevolutionary particle swarm optimization using gaussian distribution for solving constrained optimization problems IEEE Transactions on Systems, Man, and Cybernetics, Part B 36 6 2006 1407 1416 (Pubitemid 46405771)
    • (2006) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.36 , Issue.6 , pp. 1407-1416
    • Krohling, R.A.1    Dos Santos Coelho, L.2
  • 50
    • 79251595398 scopus 로고    scopus 로고
    • An improved vector particle swarm optimization for constrained optimization problems
    • C.l. Sun, J. Zeng, and J. Pan An improved vector particle swarm optimization for constrained optimization problems Information Sciences 181 6 2011 1153 1163
    • (2011) Information Sciences , vol.181 , Issue.6 , pp. 1153-1163
    • Sun, C.L.1    Zeng, J.2    Pan, J.3
  • 51
    • 0035247566 scopus 로고    scopus 로고
    • An orthogonal genetic algorithm with quantization for global numerical optimization
    • DOI 10.1109/4235.910464, PII S1089778X01009997
    • Y.-W. Leung, and Y. Wang An orthogonal genetic algorithm with quantization for global numerical optimization IEEE Transactions on Evolutionary Computation 5 1 2001 41 53 (Pubitemid 32330496)
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.1 , pp. 41-53
    • Leung, Y.-W.1    Wang, Y.2    Leung, Y.-W.3    Wang, Y.4
  • 52
    • 63149186316 scopus 로고    scopus 로고
    • A hybrid coevolutionary algorithm for designing fuzzy classifiers
    • M. Li, and Z. Wang A hybrid coevolutionary algorithm for designing fuzzy classifiers Information Sciences 179 12 2009 1970 1983
    • (2009) Information Sciences , vol.179 , Issue.12 , pp. 1970-1983
    • Li, M.1    Wang, Z.2
  • 53
    • 4544245255 scopus 로고    scopus 로고
    • Real-coded memetic algorithms with crossover hill-climbing
    • DOI 10.1162/1063656041774983
    • M. Lozano, F. Herrera, N. Krasnogor, and D. Molina Real-coded memetic algorithms with crossover hill-climbing Evolutionary Computation 12 3 2004 273 302 (Pubitemid 39212980)
    • (2004) Evolutionary Computation , vol.12 , Issue.3 , pp. 273-302
    • Lozano, M.1    Herrera, F.2    Krasnogor, N.3    Molina, D.4
  • 55
    • 77956392754 scopus 로고    scopus 로고
    • Differential evolution in constrained numerical optimization: An empirical study
    • E. Mezura-Montes, M.E. Miranda-Varela, and R.d.C. Gómez- Ramón Differential evolution in constrained numerical optimization: an empirical study Information Sciences 180 22 2010 4223 4262
    • (2010) Information Sciences , vol.180 , Issue.22 , pp. 4223-4262
    • Mezura-Montes, E.1    Miranda-Varela, M.E.2    Gómez-Ramón D. R, C.3
  • 57
    • 0028387116 scopus 로고
    • The breeder genetic algorithm - A provable optimal search algorithm and its application
    • H. Mühlenbein, The breeder genetic algorithm - a provable optimal search algorithm and its application, in: IEE Colloquium on Applications of Genetic Algorithms, 1994, pp. 5/1-5/3.
    • (1994) IEE Colloquium on Applications of Genetic Algorithms
    • Mühlenbein, H.1
  • 58
    • 0003140039 scopus 로고
    • Predictive models for the breeder genetic algorithm I: Continuous parameter optimization
    • H. Mühlenbein, and D. Schlierkamp-Voosen Predictive models for the breeder genetic algorithm I: continuous parameter optimization Evolutionary Computation 1 1 1993 25 49
    • (1993) Evolutionary Computation , vol.1 , Issue.1 , pp. 25-49
    • Mühlenbein, H.1    Schlierkamp-Voosen, D.2
  • 60
    • 80055057847 scopus 로고    scopus 로고
    • Enhancing differential evolution performance with local search for high dimensional function optimization
    • N. Noman, H. Iba, Enhancing differential evolution performance with local search for high dimensional function optimization, in: Proceedings of the Genetic and Evolutionary Computation Conference, 2005, pp. 25-29.
    • (2005) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 25-29
    • Noman, N.1    Iba, H.2
  • 61
    • 0002424802 scopus 로고    scopus 로고
    • A robust real-coded genetic algorithm using unimodal normal distribution crossover augmented by uniform crossover: Effects of self-adaptation of crossover probabilitie
    • I. Ono, H. Kita, S. Kobayashi, A robust real-coded genetic algorithm using unimodal normal distribution crossover augmented by uniform crossover: effects of self-adaptation of crossover probabilitie, in: Proceedings of the Genetic and Evolutionary Computation Conference, 1999, pp. 496-503.
    • (1999) Proceedings of the Genetic and Evolutionary Computation Conference , pp. 496-503
    • Ono, I.1    Kita, H.2    Kobayashi, S.3
  • 64
    • 0032187629 scopus 로고    scopus 로고
    • Varying fitness functions in genetic algorithm constrained optimization: The cutting stock and unit commitment problems
    • PII S1083441998073129
    • V. Petridis, S. Kazarlis, and A. Bakirtzis Varying fitness functions in genetic algorithm constrained optimization: the cutting stock and unit commitment problems IEEE Transactions on Systems, Man, and Cybernetics, Part B 28 5 1998 629 640 (Pubitemid 128752604)
    • (1998) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.28 , Issue.5 , pp. 629-640
    • Petridis, V.1    Kazarlis, S.2    Bakirtzis, A.3
  • 65
    • 0028207766 scopus 로고
    • Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. Part I: Basic properties of selection and mutation
    • A. Qi, and F. Palmieri Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. Part I: Basic properties of selection and mutation IEEE Transactions on Neural Networks 5 1 1994 102 119
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.1 , pp. 102-119
    • Qi, A.1    Palmieri, F.2
  • 66
    • 0028319557 scopus 로고
    • Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. Part II: Analysis of the diversification role of crossover
    • A. Qi, and F. Palmieri Theoretical analysis of evolutionary algorithms with an infinite population size in continuous space. Part II: Analysis of the diversification role of crossover IEEE Transactions on Neural Networks 5 1 1994 120 129
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.1 , pp. 120-129
    • Qi, A.1    Palmieri, F.2
  • 67
    • 84901455281 scopus 로고    scopus 로고
    • Weight-codings in a genetic algorithm for the multiconstraint knapsack problem
    • G.R. Raidl, Weight-codings in a genetic algorithm for the multiconstraint knapsack problem, in: Proceedings of the Congress on Evolutionary Computation, vol. 1, 1999, pp. 596-603.
    • (1999) Proceedings of the Congress on Evolutionary Computation , vol.1 , pp. 596-603
    • Raidl, G.R.1
  • 69
    • 33750291345 scopus 로고    scopus 로고
    • A real-coding jumping gene genetic algorithm (RJGGA) for multiobjective optimization
    • DOI 10.1016/j.ins.2006.07.019, PII S0020025506001733
    • K.S.N. Ripon, S. Kwong, and K.F. Man A real-coding jumping gene genetic algorithm (RJGGA) for multiobjective optimization Information Sciences 177 2 2007 632 654 (Pubitemid 44634453)
    • (2007) Information Sciences , vol.177 , Issue.2 , pp. 632-654
    • Nawaz Ripon, K.S.1    Kwong, S.2    Man, K.F.3
  • 71
    • 34848884200 scopus 로고    scopus 로고
    • Ant colony optimization for continuous domains
    • DOI 10.1016/j.ejor.2006.06.046, PII S0377221706006333
    • K. Socha, and M. Dorigo Ant colony optimization for continuous domains European Journal of Operational Research 185 3 2008 1155 1173 (Pubitemid 47505285)
    • (2008) European Journal of Operational Research , vol.185 , Issue.3 , pp. 1155-1173
    • Socha, K.1    Dorigo, M.2
  • 72
    • 14844351104 scopus 로고    scopus 로고
    • A robust real-coded evolutionary algorithm with toroidal search space conversion
    • DOI 10.1007/s00500-004-0378-3
    • H. Someya, and M. Yamamura A robust real-coded evolutionary algorithm with toroidal search space conversion Soft Computing 9 4 2005 254 269 (Pubitemid 40356100)
    • (2005) Soft Computing , vol.9 , Issue.4 , pp. 254-269
    • Someya, H.1    Yamamura, M.2
  • 73
    • 0142000477 scopus 로고    scopus 로고
    • Differential Evolution - A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces
    • R. Storn, and K. Price Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 4 1997 341 359 (Pubitemid 127502202)
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 74
    • 27144437429 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization
    • Natural Computing Laboratory (NCLab), Department of Computer Science, National Chiao Tung University, May 2005
    • P.N. Suganthan, N. Hansen, J.J. Liang, K. Deb, Y.-P. Chen, A. Auger, S. Tiwar, Problem definitions and evaluation criteria for the CEC 2005 special session on real-parameter optimization, Technical Report NCL-TR-2005001, Natural Computing Laboratory (NCLab), Department of Computer Science, National Chiao Tung University, May 2005.
    • Technical Report NCL-TR-2005001
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.-P.5    Auger, A.6    Tiwar, S.7
  • 77
    • 84878538625 scopus 로고    scopus 로고
    • Multi-parent Recombination in Genetic Algorithms with Search Space Boundary Extension by Mirroring
    • Parallel Problems Solving from Nature - PPSN V
    • S. Tsutsui, Multi-parent recombination in genetic algorithms with search space boundary extension by mirroring, in: Proceedings of the Fifth International Conference on Parallel Problem Solving from Nature, 1998, pp. 428-437. (Pubitemid 128145973)
    • (1998) Proceedings of the Fifth International Conference on Parallel Problem Solving from Nature , Issue.1498 , pp. 428-437
    • Tsutsui, S.1
  • 78
    • 0035309102 scopus 로고    scopus 로고
    • Search space boundary extension method in real-coded genetic algorithms
    • DOI 10.1016/S0020-0255(01)00087-1, PII S0020025501000871
    • S. Tsutsui, and D.E. Goldberg Search space boundary extension method in real-coded genetic algorithms Information Sciences 133 3-4 2001 229 247 (Pubitemid 32380906)
    • (2001) Information Sciences , vol.133 , Issue.3-4 , pp. 229-247
    • Tsutsui, S.1    Goldberg, D.E.2
  • 82
    • 7744240726 scopus 로고    scopus 로고
    • A robust stochastic genetic algorithm (StGA) for global numerical optimization
    • Z. Tu, and Y. Lu A robust stochastic genetic algorithm (StGA) for global numerical optimization IEEE Transactions on Evolutionary Computation 8 5 2004 456 470
    • (2004) IEEE Transactions on Evolutionary Computation , vol.8 , Issue.5 , pp. 456-470
    • Tu, Z.1    Lu, Y.2
  • 85
    • 71849110443 scopus 로고    scopus 로고
    • A new separation measure for improving the effectiveness of validity indices
    • S. Yue, J.-S. Wang, T. Wu, and H. Wang A new separation measure for improving the effectiveness of validity indices Information Sciences 180 5 2010 748 764
    • (2010) Information Sciences , vol.180 , Issue.5 , pp. 748-764
    • Yue, S.1    Wang, J.-S.2    Wu, T.3    Wang, H.4
  • 86
    • 44949228312 scopus 로고    scopus 로고
    • Differential evolution with dynamic stochastic selection for constrained optimization
    • M. Zhang, W. Luo, and X. Wang Differential evolution with dynamic stochastic selection for constrained optimization Information Sciences 178 15 2008 3043 3074
    • (2008) Information Sciences , vol.178 , Issue.15 , pp. 3043-3074
    • Zhang, M.1    Luo, W.2    Wang, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.