메뉴 건너뛰기




Volumn 279, Issue , 2014, Pages 94-104

Population-based Algorithm Portfolios with automated constituent algorithms selection

Author keywords

Algorithm subset selection; Evolutionary optimization; Global optimization; Population based Algorithm Portfolios

Indexed keywords

GLOBAL OPTIMIZATION; OPTIMIZATION;

EID: 84901843905     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2014.03.105     Document Type: Article
Times cited : (71)

References (30)
  • 1
    • 84896403380 scopus 로고    scopus 로고
    • A novel class of niche hybrid cultural algorithms for continuous engineering optimization
    • M.Z. Ali, and N.H. Awad A novel class of niche hybrid cultural algorithms for continuous engineering optimization Inf. Sci. 267 2014 158 190
    • (2014) Inf. Sci. , vol.267 , pp. 158-190
    • Ali, M.Z.1    Awad, N.H.2
  • 2
    • 27144512834 scopus 로고    scopus 로고
    • A restart CMA evolution strategy with increasing population size
    • CEC'05, Edinburgh, UK
    • A. Auger, N. Hansen, A restart CMA evolution strategy with increasing population size, in: Proc. 2005 IEEE Congress on Evolutionary Computation, CEC'05, Edinburgh, UK, 2005, pp. 1769-1776.
    • (2005) Proc. 2005 IEEE Congress on Evolutionary Computation , pp. 1769-1776
    • Auger, A.1    Hansen, N.2
  • 3
    • 27144539455 scopus 로고    scopus 로고
    • Performance evaluation of an advanced local search evolutionary algorithm
    • CEC'05, Edinburgh, UK
    • A. Auger, N. Hansen, Performance evaluation of an advanced local search evolutionary algorithm, in: Proc. 2005 IEEE Congress on Evolutionary Computation, CEC'05, Edinburgh, UK, 2005, pp. 1777-1784.
    • (2005) Proc. 2005 IEEE Congress on Evolutionary Computation , pp. 1777-1784
    • Auger, A.1    Hansen, N.2
  • 4
    • 14644421108 scopus 로고    scopus 로고
    • A racing algorithm for configuring metaheuristics
    • GECCO'02, New York, USA
    • M. Birattari, T. Stützle, L. Paquete, K. Varrentrapp, A racing algorithm for configuring metaheuristics, in: Proc. 4th annual Conference on Genetic and Evolutionary Computation, GECCO'02, New York, USA, 2002, pp. 11-18.
    • (2002) Proc. 4th Annual Conference on Genetic and Evolutionary Computation , pp. 11-18
    • Birattari, M.1
  • 6
    • 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 Evol. Comput. 10 4 2002 371 395
    • (2002) Evol. Comput. , vol.10 , Issue.4 , pp. 371-395
    • Deb, K.1    Anand, A.2    Joshi, D.3
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • J. Demšar Statistical comparisons of classifiers over multiple data sets J. Mach. Learn. Res. 7 2006 1 30
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 1-30
    • Demšar, J.1
  • 9
    • 1642379397 scopus 로고    scopus 로고
    • Introduction to the special issue on meta-learning
    • C. Giraud-Carrier, R. Vilalta, and P. Brazdil Introduction to the special issue on meta-learning Mach. Learn. 54 3 2004 187 193
    • (2004) Mach. Learn. , vol.54 , Issue.3 , pp. 187-193
    • Giraud-Carrier, C.1    Vilalta, R.2    Brazdil, P.3
  • 10
    • 0035250831 scopus 로고    scopus 로고
    • Algorithm portfolios
    • C.P. Gomes, and B. Selmon Algorithm portfolios Artif. Intell. 126 1-2 2001 43 62
    • (2001) Artif. Intell. , vol.126 , Issue.12 , pp. 43-62
    • Gomes, C.P.1    Selmon, B.2
  • 11
    • 0031035643 scopus 로고    scopus 로고
    • An economics approach to hard computational problems
    • B.A. Huberman, R.M. Lukose, and T. Hogg An economics approach to hard computational problems Science 275 5296 1997 51 54
    • (1997) Science , vol.275 , Issue.5296 , pp. 51-54
    • Huberman, B.A.1    Lukose, R.M.2    Hogg, T.3
  • 12
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • R. Kohavi, and G.H. John Wrappers for feature subset selection Artif. Intell. 97 1-2 1997 273 324
    • (1997) Artif. Intell. , vol.97 , Issue.12 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 13
    • 84892553248 scopus 로고    scopus 로고
    • Region based memetic algorithm for real-parameter optimization
    • B. Lacroix, D. Molina, and F. Herrera Region based memetic algorithm for real-parameter optimization Inf. Sci. 262 2014 15 31
    • (2014) Inf. Sci. , vol.262 , pp. 15-31
    • Lacroix, B.1    Molina, D.2    Herrera, F.3
  • 14
    • 1542273610 scopus 로고    scopus 로고
    • Evolutionary programming using the mutations based on the Levy probability distribution
    • C.Y. Lee, and X. Yao Evolutionary programming using the mutations based on the Levy probability distribution IEEE Trans. Evol. Comput. 8 1 2004 1 13
    • (2004) IEEE Trans. Evol. Comput. , vol.8 , Issue.1 , pp. 1-13
    • Lee, C.Y.1    Yao, X.2
  • 15
    • 68549128640 scopus 로고    scopus 로고
    • Empirical hardness models: Methodology and a case study on combinatorial auctions
    • K. Leyton-Brown, E. Nudelman, and Y. Shoham Empirical hardness models: methodology and a case study on combinatorial auctions J. ACM 56 4 2009 1 52
    • (2009) J. ACM , vol.56 , Issue.4 , pp. 1-52
    • Leyton-Brown, K.1    Nudelman, E.2    Shoham, Y.3
  • 16
  • 17
    • 77957593400 scopus 로고    scopus 로고
    • Population-based algorithm portfolios for numerical optimization
    • F. Peng, K. Tang, G. Chen, and X. Yao Population-based algorithm portfolios for numerical optimization IEEE Trans. Evol. Comput. 14 5 2010 782 800
    • (2010) IEEE Trans. Evol. Comput. , vol.14 , Issue.5 , pp. 782-800
    • Peng, F.1    Tang, K.2    Chen, G.3    Yao, X.4
  • 18
    • 84878251982 scopus 로고    scopus 로고
    • Adaptive memetic differential evolution with global and local neighborhood-based mutation operators
    • A.P. Piotrowski Adaptive memetic differential evolution with global and local neighborhood-based mutation operators Inf. Sci. 241 2013 164 194
    • (2013) Inf. Sci. , vol.241 , pp. 164-194
    • Piotrowski, A.P.1
  • 21
    • 27144437429 scopus 로고    scopus 로고
    • Problem definitions and evaluation criteria for the CEC-2005 special session on real-parameter optimization
    • Nanyang Technological University, Singapore
    • P.N. Suganthan, N. Hansen, J.J. Liang, K. Deb, Y.P. Chen, A. Auger, S. Tiwari, Problem definitions and evaluation criteria for the CEC-2005 special session on real-parameter optimization, Technical report, Nanyang Technological University, Singapore, 2005.
    • (2005) Technical Report
    • Suganthan, P.N.1    Hansen, N.2    Liang, J.J.3    Deb, K.4    Chen, Y.P.5    Auger, A.6    Tiwari, S.7
  • 24
    • 0036791948 scopus 로고    scopus 로고
    • A perspective view and survey of meta-learning
    • R. Vilalta, and Y. Drissi A perspective view and survey of meta-learning Artif. Intell. Rev. 18 2 2002 77 95
    • (2002) Artif. Intell. Rev. , vol.18 , Issue.2 , pp. 77-95
    • Vilalta, R.1    Drissi, Y.2
  • 25
    • 67149144879 scopus 로고    scopus 로고
    • Self-adaptive multimethod search for global optimization in real-parameter spaces
    • J.A. Vrugt, B.A. Robinson, and J.M. Hyman Self-adaptive multimethod search for global optimization in real-parameter spaces IEEE Trans. Evol. Comput. 13 2 2009 243 259
    • (2009) IEEE Trans. Evol. Comput. , vol.13 , Issue.2 , pp. 243-259
    • Vrugt, J.A.1    Robinson, B.A.2    Hyman, J.M.3
  • 27
    • 55749102875 scopus 로고    scopus 로고
    • Self-adaptive differential evolution with neighborhood search
    • CEC'08, Hong Kong, China
    • Z. Yang, K. Tang, X. Yao, Self-adaptive differential evolution with neighborhood search, in: Proc. 2008 IEEE Congress on Evolutionary Computation, CEC'08, Hong Kong, China, 2008, pp. 1110-1116.
    • (2008) Proc. 2008 IEEE Congress on Evolutionary Computation , pp. 1110-1116
    • Yang, Z.1    Tang, K.2    Yao, X.3
  • 28
    • 0032685734 scopus 로고    scopus 로고
    • Evolutionary programming made faster
    • X. Yao, Y. Liu, and G. Lin Evolutionary programming made faster IEEE Trans. Evol. Comput. 3 2 1999 82 102
    • (1999) IEEE Trans. Evol. Comput. , vol.3 , Issue.2 , pp. 82-102
    • Yao, X.1    Liu, Y.2    Lin, G.3
  • 29
    • 35048885506 scopus 로고    scopus 로고
    • Statistical racing techniques for improved empirical evaluation of evolutionary algorithms
    • PPSN'04, Birmingham, UK
    • B. Yuan, M. Gallagher, Statistical racing techniques for improved empirical evaluation of evolutionary algorithms, in: Proc. 8th International Conference on Parallel Problem Solving From Nature, PPSN'04, Birmingham, UK, 2004, pp. 172-181.
    • (2004) Proc. 8th International Conference on Parallel Problem Solving from Nature , pp. 172-181
    • Yuan, B.1    Gallagher, M.2
  • 30
    • 84861827549 scopus 로고    scopus 로고
    • Decomposition based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes
    • S.Z. Zhao, P.N. Suganthan, and Q. Zhang Decomposition based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes IEEE Trans. Evol. Comput. 16 3 2012 442 446
    • (2012) IEEE Trans. Evol. Comput. , vol.16 , Issue.3 , pp. 442-446
    • Zhao, S.Z.1    Suganthan, P.N.2    Zhang, Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.