메뉴 건너뛰기




Volumn 21, Issue 4, 2008, Pages 506-513

Survey of differential evolution algorithms

Author keywords

Differential evolution; Genetic algorithm; Heuristic optimization

Indexed keywords

DIGITAL ARITHMETIC; EVOLUTIONARY ALGORITHMS; HEURISTIC METHODS; HEURISTIC PROGRAMMING; MATHEMATICAL PROGRAMMING; OPTIMIZATION; STRUCTURAL OPTIMIZATION;

EID: 52349109887     PISSN: 10036059     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (53)

References (41)
  • 1
    • 14344249577 scopus 로고    scopus 로고
    • Efficient differential evolution algorithms for multimodal optimal control problems
    • Lopez C I L, van Willigenburg L G, van Straten G. Efficient Differential Evolution Algorithms for Multimodal Optimal Control Problems. Applied Soft Computing, 2003, 3(2): 97-122
    • (2003) Applied Soft Computing , vol.3 , Issue.2 , pp. 97-122
    • Lopez, C.I.L.1    van Willigenburg, L.G.2    van Straten, G.3
  • 2
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
    • Storn R, Price K. Differential Evolution-A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces. Journal of Global Optimization, 1997, 11(4): 341-359
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 3
    • 0003853519 scopus 로고
    • Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces
    • Technical Report, TR-95-012, Berkeley, USA: University of California. International Computer Science Institute
    • Storn R, Price K. Differential Evolution-A Simple and Efficient Adaptive Scheme for Global Optimization over Continuous Spaces. Technical Report, TR-95-012, Berkeley, USA: University of California. International Computer Science Institute, 1995
    • (1995)
    • Storn, R.1    Price, K.2
  • 4
    • 38049058201 scopus 로고    scopus 로고
    • Differential evolution algorithms and modification
    • in Chinese
    • Liu Mingguang. Differential Evolution Algorithms and Modification. Systems Engineering, 2005, 23(2): 108-111 (in Chinese)
    • (2005) Systems Engineering , vol.23 , Issue.2 , pp. 108-111
    • Liu, M.1
  • 5
    • 3042769711 scopus 로고    scopus 로고
    • Empirical study of differential evolution
    • in Chinese
    • Xie Xiaofeng, Zhang Wenjun, Zhang Guorui, et al. Empirical Study of Differential Evolution. Control and Decision, 2004, 19(1): 49-52, 56 (in Chinese)
    • (2004) Control and Decision , vol.19 , Issue.1
    • Xie, X.1    Zhang, W.2    Zhang, G.3
  • 6
    • 4344714817 scopus 로고    scopus 로고
    • A comparative study of differential evolution particle swarm optimization and evolutionary algorithms on numerical benchmark problems
    • Piscataway, USA
    • Vesterstrom J, Thomsen R. A Comparative Study of Differential Evolution Particle Swarm Optimization and Evolutionary Algorithms on Numerical Benchmark Problems//Proc of the IEEE Congress on Evolutionary Computation. Piscataway, USA, 2004, II: 1980-1987
    • (2004) Proc of the IEEE Congress on Evolutionary Computation , vol.2 , pp. 1980-1987
    • Vesterstrom, J.1    Thomsen, R.2
  • 7
    • 33947696204 scopus 로고    scopus 로고
    • Differential evolution strategy for constrained global optimization and application to practical engineering problems
    • Kim H K, Chong J K, Park K Y, et al. Differential Evolution Strategy for Constrained Global Optimization and Application to Practical Engineering Problems. IEEE Trans on Magnetics, 2007, 43(4): 1565-1568
    • (2007) IEEE Trans on Magnetics , vol.43 , Issue.4 , pp. 1565-1568
    • Kim, H.K.1    Chong, J.K.2    Park, K.Y.3
  • 10
    • 40649105042 scopus 로고    scopus 로고
    • The modified differential evolution and the rbf (MDE-RBF) neural network for time series prediction
    • Vancouver, USA
    • Dhahri H, Alimi A M. The Modified Differential Evolution and the RBF (MDE-RBF) Neural Network for Time Series Prediction//Proc of the International Joint Conference on Neural Networks. Vancouver, USA, 2006: 2938-2943
    • (2006) Proc of the International Joint Conference on Neural Networks , pp. 2938-2943
    • Dhahri, H.1    Alimi, A.M.2
  • 11
    • 0346516890 scopus 로고    scopus 로고
    • Sideband suppression in time-modulated linear arrays by the differential evolution algorithm
    • Yang Shiwen, Gan Y B, Qing Anyong. Sideband Suppression in Time-Modulated Linear Arrays by the Differential Evolution Algorithm. IEEE Trans on Antennas and Wireless Propagation Letters, 2002, 1(1): 173-175
    • (2002) IEEE Trans on Antennas and Wireless Propagation Letters , vol.1 , Issue.1 , pp. 173-175
    • Yang, S.1    Gan, Y.B.2    Qing, A.3
  • 12
    • 47249144421 scopus 로고    scopus 로고
    • Optimization of the directivity of a monopulse antenna with a subarray weighting by a hybrid differential evolution method
    • Massa A, Pastorino M, Randazzo A. Optimization of the Directivity of a Monopulse Antenna with a Subarray Weighting by a Hybrid Differential Evolution Method. IEEE Trans on Antennas and Wireless Propagation Letters, 2006, 5(1): 155-158
    • (2006) IEEE Trans on Antennas and Wireless Propagation Letters , vol.5 , Issue.1 , pp. 155-158
    • Massa, A.1    Pastorino, M.2    Randazzo, A.3
  • 13
    • 14344259350 scopus 로고    scopus 로고
    • A hybrid optimized algorithm based on differential evolution and genetic algorithm and its applications in pattern synthesis of antenna arrays
    • in Chinese
    • Fan Yu, Jin Ronghong, Geng Junping, et al. A Hybrid Optimized Algorithm Based on Differential Evolution and Genetic Algorithm and Its Applications in Pattern Synthesis of Antenna Arrays. Acta Electronica Sinica, 2004, 32(12): 1997-2000 (in Chinese)
    • (2004) Acta Electronica Sinica , vol.32 , Issue.12 , pp. 1997-2000
    • Fan, Y.1    Jin, R.2    Geng, J.3
  • 14
    • 33749842462 scopus 로고    scopus 로고
    • Differential evolution algorithm with adaptive second mutation
    • in Chinese
    • Wu Lianghong, Wang Yaonan, Yuan Xiaofang, et al. Differential Evolution Algorithm with Adaptive Second Mutation. Control and Decision, 2006, 21(8): 898-902 (in Chinese)
    • (2006) Control and Decision , vol.21 , Issue.8 , pp. 898-902
    • Wu, L.1    Wang, Y.2    Yuan, X.3
  • 15
    • 52349114454 scopus 로고    scopus 로고
    • Network reconfiguration of distribution systems using improved mixed-integer hybrid differential evolution
    • Su C T, Lee C S. Network Reconfiguration of Distribution Systems Using Improved Mixed-Integer Hybrid Differential Evolution. IEEE Trans on Power Delivery Review, 2002, 22(12): 60-66
    • (2002) IEEE Trans on Power Delivery Review , vol.22 , Issue.12 , pp. 60-66
    • Su, C.T.1    Lee, C.S.2
  • 16
    • 51749101475 scopus 로고    scopus 로고
    • A portfolio management model based on differential evolution algorithm
    • in Chinese
    • Zhai Jie, Wang Chunfeng, Li Guangquan. A Portfolio Management Model Based on Differential Evolution Algorithm. Journal of Tianjin University: Science and Technology, 2002, 35(3): 304-308 (in Chinese)
    • (2002) Journal of Tianjin University: Science and Technology , vol.35 , Issue.3 , pp. 304-308
    • Zhai, J.1    Wang, C.2    Li, G.3
  • 18
    • 52349093689 scopus 로고    scopus 로고
    • Improving genetic algorithms by using logic operation
    • in Chinese
    • Yang Qiwen, Jiang Jingping, Qu Zhaoxia, et al. Improving Genetic Algorithms by Using Logic Operation. Control and Decision, 2002, 15(4): 510-512 (in Chinese)
    • (2002) Control and Decision , vol.15 , Issue.4 , pp. 510-512
    • Yang, Q.1    Jiang, J.2    Qu, Z.3
  • 20
    • 0033733861 scopus 로고    scopus 로고
    • Differential evolution based tuning of fuzzy automatic train operation for mass rapid transit system
    • Chang C S, Xu D Y. Differential Evolution Based Tuning of Fuzzy Automatic Train Operation for Mass Rapid Transit System. IEE Proc-Electric Power Applications, 2000, 147(3): 206-212
    • (2000) IEE Proc-Electric Power Applications , vol.147 , Issue.3 , pp. 206-212
    • Chang, C.S.1    Xu, D.Y.2
  • 21
    • 27144494571 scopus 로고    scopus 로고
    • DynDE: A differential evolution for dynamic optimization problems
    • Edinburgh, UK
    • Mendes R, Mohais A S. DynDE: A Differential Evolution for Dynamic Optimization Problems//Proc of the Congress on Evolutionary Computation. Edinburgh, UK, 2005, III: 2808-2815
    • (2005) Proc of the Congress on Evolutionary Computation , vol.3 , pp. 2808-2815
    • Mendes, R.1    Mohais, A.S.2
  • 22
    • 27144462755 scopus 로고    scopus 로고
    • Sensitivity of differential evolution algorithm to values of control parameters
    • Las Vegas, USA
    • Tomislav Š. Sensitivity of Differential Evolution Algorithm to Values of Control Parameters//Proc of the International Conference on Artificial Intelligence. Las Vegas, USA, 2002: 1087-1093
    • (2002) Proc of the International Conference on Artificial Intelligence , pp. 1087-1093
    • Tomislav, Š.1
  • 23
    • 27144520222 scopus 로고    scopus 로고
    • Improved differential evolution algorithms for handling noisy optimization problems
    • Edinburgh, UK
    • Das S, Konar A, Chakraborty U K. Improved Differential Evolution Algorithms for Handling Noisy Optimization Problems//Proc of the Congress on Evolutionary Computation. Edinburgh, UK, 2005, II: 1691-1698
    • (2005) Proc of the Congress on Evolutionary Computation , vol.2 , pp. 1691-1698
    • Das, S.1    Konar, A.2    Chakraborty, U.K.3
  • 24
    • 34547381599 scopus 로고    scopus 로고
    • Self-adaptive differential evolution algorithm in constrained real-parameter optimization
    • Vancouver, USA
    • Brest J, Zumer V, Maucec M S. Self-Adaptive Differential Evolution Algorithm in Constrained Real-Parameter Optimization//Proc of the Congress on Evolutionary Computation. Vancouver, USA, 2006: 215-222
    • (2006) Proc of the Congress on Evolutionary Computation , pp. 215-222
    • Brest, J.1    Zumer, V.2    Maucec, M.S.3
  • 25
    • 67449135802 scopus 로고    scopus 로고
    • Co-evolutionary self-adaptive differential evolution with a uniform-distribution update rule
    • Munich, Germany
    • Nobakhti A, Wang Hong. Co-Evolutionary Self-Adaptive Differential Evolution with a Uniform-Distribution Update Rule//Proc of the IEEE International Symposium on Intelligent Control. Munich, Germany, 2006: 1264-1269
    • (2006) Proc of the IEEE International Symposium on Intelligent Control , pp. 1264-1269
    • Nobakhti, A.1    Wang, H.2
  • 26
    • 34047242544 scopus 로고    scopus 로고
    • A self-adaptive differential evolution with application on the ALSTOM gasifier
    • Minneapolis, USA
    • Nobakhti A, Wang Hong. A Self-Adaptive Differential Evolution with Application on the ALSTOM Gasifier//Proc of the American Control Conference. Minneapolis, USA, 2006: 4489-4494
    • (2006) Proc of the American Control Conference , pp. 4489-4494
    • Nobakhti, A.1    Wang, H.2
  • 28
    • 0043268702 scopus 로고    scopus 로고
    • A trigonometric mutation operation to differential evolution
    • Fan Huiyuan, Lampinen J. A Trigonometric Mutation Operation to Differential Evolution. Journal of Global Optimization, 2003, 27(1): 105-129
    • (2003) Journal of Global Optimization , vol.27 , Issue.1 , pp. 105-129
    • Fan, H.1    Lampinen, J.2
  • 30
    • 35048812259 scopus 로고    scopus 로고
    • Multi-swarm optimization in dynamic environments
    • Raidl G.R., Cagnoni S. and Branke J.(ed.), Berlin, Germany: Springer-Verlag
    • Blackwell T, Branke J. Multi-Swarm Optimization in Dynamic Environments//Raidl G R, Cagnoni S, Branke J, et al, eds. Lecture Notes in Computer Science. Berlin, Germany: Springer-Verlag, 2004, 3005: 489-500
    • (2004) Lecture Notes in Computer Science , vol.3005 , pp. 489-500
    • Blackwell, T.1    Branke, J.2
  • 31
    • 84879076707 scopus 로고    scopus 로고
    • A hybrid method of evolutionary algorithms for mixed-integer nonlinear optimization problems
    • Washington, USA
    • Lin Y C, Wang Fengsheng, Hwang K S. A Hybrid Method of Evolutionary Algorithms for Mixed-Integer Nonlinear Optimization Problems//Proc of Congress on Evolutionary Computation. Washington, USA, 1999, III: 2159-2166
    • (1999) Proc of Congress on Evolutionary Computation , vol.3 , pp. 2159-2166
    • Lin, Y.C.1    Wang, F.2    Hwang, K.S.3
  • 32
    • 33947634616 scopus 로고    scopus 로고
    • Differential evolution with preferential crossover
    • Ali M M. Differential Evolution with Preferential Crossover. European Journal of Operational Research, 2007, 181(3): 1137-1147
    • (2007) European Journal of Operational Research , vol.181 , Issue.3 , pp. 1137-1147
    • Ali, M.M.1
  • 33
    • 34547343539 scopus 로고    scopus 로고
    • A multi-populated differential evolution algorithm for solving constrained optimization problem
    • Vancouver, USA
    • Tasgetiren M F, Suganthan P N. A Multi-Populated Differential Evolution Algorithm for Solving Constrained Optimization Problem//Proc of the IEEE Congress on Evolutionary Computation. Vancouver, USA, 2006: 33-40
    • (2006) Proc of the IEEE Congress on Evolutionary Computation , pp. 33-40
    • Tasgetiren, M.F.1    Suganthan, P.N.2
  • 35
    • 34249104811 scopus 로고    scopus 로고
    • A dynamic clustering based differential evolution algorithm for global optimization
    • Wang Yongjun, Zhang Jiangshe, Zhang Gaiying. A Dynamic Clustering Based Differential Evolution Algorithm for Global Optimization. European Journal of Operational Research, 2007, 183(1): 56-73
    • (2007) European Journal of Operational Research , vol.183 , Issue.1 , pp. 56-73
    • Wang, Y.1    Zhang, J.2    Zhang, G.3
  • 36
    • 0000677378 scopus 로고    scopus 로고
    • Developing fitter genetic algorithms
    • Ahuja R K, Orlin J B. Developing Fitter Genetic Algorithms. Journal of Computing, 1997, 9(3): 251-253
    • (1997) Journal of Computing , vol.9 , Issue.3 , pp. 251-253
    • Ahuja, R.K.1    Orlin, J.B.2
  • 37
    • 27144498157 scopus 로고    scopus 로고
    • A numerical study of some modified differential evolution algorithms
    • Kaelo P, Ali M M. A Numerical Study of Some Modified Differential Evolution Algorithms. European Journal of Operational Research, 2006, 169(3): 1176-1184
    • (2006) European Journal of Operational Research , vol.169 , Issue.3 , pp. 1176-1184
    • Kaelo, P.1    Ali, M.M.2
  • 40
    • 9244223596 scopus 로고    scopus 로고
    • Ant direction hybrid differential evolution for solving large capacitor placement problems
    • Chiou J P, Chang C F, Su C T. Ant Direction Hybrid Differential Evolution for Solving Large Capacitor Placement Problems. IEEE Trans on Power System, 2004, 19(4): 1794-1800
    • (2004) IEEE Trans on Power System , vol.19 , Issue.4 , pp. 1794-1800
    • Chiou, J.P.1    Chang, C.F.2    Su, C.T.3
  • 41
    • 11144337211 scopus 로고    scopus 로고
    • Modified differential evolution: A greedy random strategy for genetic recombination
    • Bergey P K, Ragsdale C. Modified Differential Evolution: A Greedy Random Strategy for Genetic Recombination. Omega-International Journal of Management Science, 2005, 33(3): 255-265
    • (2005) Omega-International Journal of Management Science , vol.33 , Issue.3 , pp. 255-265
    • Bergey, P.K.1    Ragsdale, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.