메뉴 건너뛰기




Volumn 219, Issue 9, 2013, Pages 4474-4494

Unconventional initialization methods for differential evolution

Author keywords

Differential evolution; Initial population; Nonlinear simplex method; Quadratic interpolation; Random numbers; Stochastic optimization

Indexed keywords

DIFFERENTIAL EVOLUTION; INITIAL POPULATION; NONLINEAR SIMPLEX METHOD; QUADRATIC INTERPOLATION; RANDOM NUMBERS; STOCHASTIC OPTIMIZATIONS;

EID: 84871223537     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2012.10.053     Document Type: Article
Times cited : (44)

References (33)
  • 1
    • 0142000477 scopus 로고    scopus 로고
    • DE-A simple and efficient heuristic for global optimization over continuous space
    • R. Storn, and K. Price DE-A simple and efficient heuristic for global optimization over continuous space Journal of Global Optimization 11 4 1997 341 359
    • (1997) Journal of Global Optimization , vol.11 , Issue.4 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 2
    • 0012599050 scopus 로고    scopus 로고
    • An introduction to de
    • D. Corne, D. Marco, F. Glover, McGraw-Hill London (UK)
    • K. Price An introduction to DE D. Corne, D. Marco, F. Glover, New Ideas in Optimization 1999 McGraw-Hill London (UK) 78 108
    • (1999) New Ideas in Optimization , pp. 78-108
    • Price, K.1
  • 3
    • 33747235342 scopus 로고    scopus 로고
    • Optimization of process synthesis and design problems: A modified differential evolution approach
    • R. Angira, and B.V. Babu Optimization of process synthesis and design problems: a modified differential evolution approach Chemical Engineering Science 61 2006 4707 4721
    • (2006) Chemical Engineering Science , vol.61 , pp. 4707-4721
    • Angira, R.1    Babu, B.V.2
  • 4
    • 77950187403 scopus 로고    scopus 로고
    • A novel multi-threshold segmentation approach based on differential evolution optimization
    • E. Cuevas, D. Zaldivar, and M.P. Cisneros A novel multi-threshold segmentation approach based on differential evolution optimization Expert Systems with Applications 37 2010 5265 5271
    • (2010) Expert Systems with Applications , vol.37 , pp. 5265-5271
    • Cuevas, E.1    Zaldivar, D.2    Cisneros, M.P.3
  • 5
    • 79959229537 scopus 로고    scopus 로고
    • A clustering method combining differential evolution with the K-means algorithm
    • W. Kwedlo A clustering method combining differential evolution with the K-means algorithm Pattern Recognition Letters 32 2011 1613 1621
    • (2011) Pattern Recognition Letters , vol.32 , pp. 1613-1621
    • Kwedlo, W.1
  • 6
    • 79953887093 scopus 로고    scopus 로고
    • A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem
    • K. Hammouche, M. Diaf, and P. Siarry A comparative study of various meta-heuristic techniques applied to the multilevel thresholding problem Engineering Applications of Artificial Intelligence 23 2010 676 688
    • (2010) Engineering Applications of Artificial Intelligence , vol.23 , pp. 676-688
    • Hammouche, K.1    Diaf, M.2    Siarry, P.3
  • 7
    • 71649084635 scopus 로고    scopus 로고
    • An ensemble of discrete differential evolution algorithms for solving the generalized traveling salesman problem
    • M.F. Tasgetiren, P.N. Suganthan, and Q.-K. Pan An ensemble of discrete differential evolution algorithms for solving the generalized traveling salesman problem Applied Mathematics and Computation 215 2010 3356 3368
    • (2010) Applied Mathematics and Computation , vol.215 , pp. 3356-3368
    • Tasgetiren, M.F.1    Suganthan, P.N.2    Pan, Q.-K.3
  • 8
    • 83555163892 scopus 로고    scopus 로고
    • Multi-class support vector machine optimized by inter-cluster distance and self-Adaptive deferential evolution
    • X. Zhang, J. Zhou, C. Wang, C. Li, and L. Song Multi-class support vector machine optimized by inter-cluster distance and self-Adaptive deferential evolution Applied Mathematics and Computation 218 2012 4973 4987
    • (2012) Applied Mathematics and Computation , vol.218 , pp. 4973-4987
    • Zhang, X.1    Zhou, J.2    Wang, C.3    Li, C.4    Song, L.5
  • 9
    • 77949264174 scopus 로고    scopus 로고
    • New mutation schemes for differential evolution algorithm and their application to the optimization of directional over-current relay settings
    • R. Thangaraj, M. Pant, and A. Abraham New mutation schemes for differential evolution algorithm and their application to the optimization of directional over-current relay settings Applied Mathematics and Computation 216 2010 532 544
    • (2010) Applied Mathematics and Computation , vol.216 , pp. 532-544
    • Thangaraj, R.1    Pant, M.2    Abraham, A.3
  • 10
    • 80755186523 scopus 로고    scopus 로고
    • An efficient differential evolution based algorithm for solving multi-objective optimization problems
    • M. Ali, P. Siarry, and M. Pant An efficient differential evolution based algorithm for solving multi-objective optimization problems European Journal of Operational Research 217 2012 404 416
    • (2012) European Journal of Operational Research , vol.217 , pp. 404-416
    • Ali, M.1    Siarry, P.2    Pant, M.3
  • 11
    • 11144337211 scopus 로고    scopus 로고
    • Modified differential evolution: A greedy random strategy for genetic recombination
    • P.K. Bergey, and C. Rgsdale Modified differential evolution: a greedy random strategy for genetic recombination Omega 33 2005 255 265
    • (2005) Omega , vol.33 , pp. 255-265
    • Bergey, P.K.1    Rgsdale, C.2
  • 12
    • 27144498157 scopus 로고    scopus 로고
    • A numerical study of some modified differential evolution algorithms
    • P. Kaleo, and M.M. Ali A numerical study of some modified differential evolution algorithms European Journal of Operational Research 169 2006 1176 1184
    • (2006) European Journal of Operational Research , vol.169 , pp. 1176-1184
    • Kaleo, P.1    Ali, M.M.2
  • 13
    • 33947634616 scopus 로고    scopus 로고
    • Differential evolution with preferential crossover
    • M.M. Ali Differential evolution with preferential crossover European Journal of Operational Research 181 2007 1137 1147
    • (2007) European Journal of Operational Research , vol.181 , pp. 1137-1147
    • Ali, M.M.1
  • 14
    • 32444442367 scopus 로고    scopus 로고
    • Enhancing differential evolution performance with local search for high dimensional function optimization
    • Washington, DC, USA
    • N. Noman, H. Iba, Enhancing differential evolution performance with local search for high dimensional function optimization, in: GECCO'05, Washington, DC, USA, 2005, pp. 967-974.
    • (2005) GECCO'05 , pp. 967-974
    • Noman, N.1    Iba, H.2
  • 17
    • 79954896034 scopus 로고    scopus 로고
    • Improving the performance of differential evolution algorithm using Cauchy mutation
    • Musrrat Ali, and Millie Pant Improving the performance of differential evolution algorithm using Cauchy mutation Soft Computing 15 2011 991 1007
    • (2011) Soft Computing , vol.15 , pp. 991-1007
    • Ali, M.1    Pant, M.2
  • 18
    • 78049258718 scopus 로고    scopus 로고
    • Parameter analysis based on stochastic model for differential evolution algorithm
    • L. Wang, and F.-Z. Huang Parameter analysis based on stochastic model for differential evolution algorithm Applied Mathematics and Computation 217 2010 3263 3273
    • (2010) Applied Mathematics and Computation , vol.217 , pp. 3263-3273
    • Wang, L.1    Huang, F.-Z.2
  • 19
    • 79551644528 scopus 로고    scopus 로고
    • Particle swarm optimization: Hybridization perspectives and experimental illustrations
    • R. Thangaraj, M. Pant, A. Abraham, and P. Bouvry Particle swarm optimization: hybridization perspectives and experimental illustrations Applied Mathematics and Computation 217 2011 5208 5226
    • (2011) Applied Mathematics and Computation , vol.217 , pp. 5208-5226
    • Thangaraj, R.1    Pant, M.2    Abraham, A.3    Bouvry, P.4
  • 20
    • 79551615348 scopus 로고    scopus 로고
    • A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization
    • V.C. Mariani, L.G.J. Luvizotto, F.A. Guerra, and L.S. Coelho A hybrid shuffled complex evolution approach based on differential evolution for unconstrained optimization Applied Mathematics and Computation 217 2011 5822 5829
    • (2011) Applied Mathematics and Computation , vol.217 , pp. 5822-5829
    • Mariani, V.C.1    Luvizotto, L.G.J.2    Guerra, F.A.3    Coelho, L.S.4
  • 21
    • 32444445847 scopus 로고    scopus 로고
    • Genetic Algorithms using low discrepancy sequences
    • S. Kimura, K. Matsumura, Genetic Algorithms using low discrepancy sequences, in: Proc of GEECO, 2005, pp. 1341-1346.
    • (2005) Proc of GEECO , pp. 1341-1346
    • Kimura, S.1    Matsumura, K.2
  • 27
    • 37249075507 scopus 로고    scopus 로고
    • Opposition versus randomness in soft computing techniques
    • Shahryar Rahnamayan, H.R. Tizhoosh, and M.M.A. Salama Opposition versus randomness in soft computing techniques Applied Soft Computing 8 2 2008 906 918
    • (2008) Applied Soft Computing , vol.8 , Issue.2 , pp. 906-918
    • Rahnamayan, S.1    Tizhoosh, H.R.2    Salama, M.M.A.3
  • 28
    • 67650699753 scopus 로고    scopus 로고
    • Hybrid differential evolution and the simplified quadratic interpolation for global optimization
    • ACM Shanghai, China 978-1-60558-326-6/09/06
    • Li Zhang, Yong-Chang Jiao, Hong Li, and Fu-Shun Zhang Hybrid differential evolution and the simplified quadratic interpolation for global optimization GEC'09 2009 ACM Shanghai, China 978-1-60558-326-6/09/06
    • (2009) GEC'09
    • Zhang, L.1    Jiao, Y.-C.2    Li, H.3    Zhang, F.-S.4
  • 30
    • 0039160911 scopus 로고
    • A controlled random search technique for global optimization using quadratic approximation
    • C. Mohan, and K. Shanker A controlled random search technique for global optimization using quadratic approximation Asia-Pacific Journal of Operational Research 11 1994 93 101
    • (1994) Asia-Pacific Journal of Operational Research , vol.11 , pp. 93-101
    • Mohan, C.1    Shanker, K.2
  • 31
    • 0000238336 scopus 로고
    • A simplex method for function minimization
    • J.A. Nelder, and R. Mead A simplex method for function minimization Computer Journal 7 1965 308 313
    • (1965) Computer Journal , vol.7 , pp. 308-313
    • Nelder, J.A.1    Mead, R.2
  • 33
    • 59249107485 scopus 로고    scopus 로고
    • Solving large scale optimization problems by opposition based differential evolution (ODE)
    • S. Rahnamayan, and G.G. Wang Solving large scale optimization problems by opposition based differential evolution (ODE) WSEAS Transaction on Computers 7 2008 1792 1804
    • (2008) WSEAS Transaction on Computers , vol.7 , pp. 1792-1804
    • Rahnamayan, S.1    Wang, G.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.