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Volumn 16, Issue 2, 2008, Pages 151-164

Step length adaptation on ridge functions

Author keywords

Evolution strategies; Ridge functions; Step length adaptation

Indexed keywords

ADAPTATION; ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BIOLOGY; EVOLUTION; MUTATION; STATISTICAL MODEL;

EID: 47749127705     PISSN: 10636560     EISSN: 15309304     Source Type: Journal    
DOI: 10.1162/evco.2008.16.2.151     Document Type: Article
Times cited : (21)

References (34)
  • 2
    • 33750257604 scopus 로고    scopus 로고
    • Cumulative step length adaptation on ridge functions
    • T. P. Runarsson, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Arnold, D. V. (2006). Cumulative step length adaptation on ridge functions. In T. P. Runarsson, et al. (Eds.), Parallel Problem Solving from Nature - PPSN IX (pp. 11-20). Springer Verlag, Heidelberg, Germany.
    • (2006) Parallel Problem Solving from Nature - PPSN IX , pp. 11-20
    • Arnold, D.V.1
  • 3
    • 2442497253 scopus 로고    scopus 로고
    • Performance analysis of evolutionary optimization with cumulative step length adaptation
    • Arnold, D. V., and Beyer, H.-G. (2004). Performance analysis of evolutionary optimization with cumulative step length adaptation. IEEE Transactions on Automatic Control, 49(4):617-622.
    • (2004) IEEE Transactions on Automatic Control , vol.49 , Issue.4 , pp. 617-622
    • Arnold, D.V.1    Beyer, H.-G.2
  • 4
    • 47749118849 scopus 로고    scopus 로고
    • Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge
    • Forthcoming
    • Arnold, D. V., and Beyer, H.-G. (2008). Evolution strategies with cumulative step length adaptation on the noisy parabolic ridge. Natural Computing. Forthcoming.
    • (2008) Natural Computing
    • Arnold, D.V.1    Beyer, H.-G.2
  • 6
    • 0000160050 scopus 로고    scopus 로고
    • Toward a theory of evolution strategies: Self-adaptation
    • Beyer, H.-G. (1996). Toward a theory of evolution strategies: Self-adaptation. Evolutionary Computation, 3(3):311-347.
    • (1996) Evolutionary Computation , vol.3 , Issue.3 , pp. 311-347
    • Beyer, H.-G.1
  • 7
    • 22444453417 scopus 로고    scopus 로고
    • Mutate large, but inherit small! On the analysis of rescaled mutations in (1̃, λ̃)-ES with noisy fitness data
    • A. E. Eiben, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Beyer, H.-G. (1998). Mutate large, but inherit small! On the analysis of rescaled mutations in (1̃, λ̃)-ES with noisy fitness data. In A. E. Eiben, et al. (Eds.), Parallel Problem Solving from Nature-PPSN V (pp. 109-118). Springer Verlag, Heidelberg, Germany.
    • (1998) Parallel Problem Solving from Nature-PPSN V , pp. 109-118
    • Beyer, H.-G.1
  • 8
    • 0035363979 scopus 로고    scopus 로고
    • On the performance of (1, λ)-evolution strategies for the ridge function class
    • Beyer, H.-G. (2001a). On the performance of (1, λ)-evolution strategies for the ridge function class. IEEE Transactions on Evolutionary Computation, 5(3):218-235.
    • (2001) IEEE Transactions on Evolutionary Computation , vol.5 , Issue.3 , pp. 218-235
    • Beyer, H.-G.1
  • 9
    • 0004214921 scopus 로고    scopus 로고
    • The theory of evolution strategies
    • Springer Verlag, Heidelberg, Germany
    • Beyer, H.-G. (2001b). The theory of evolution strategies. Natural Computing Series. Springer Verlag, Heidelberg, Germany.
    • (2001) Natural Computing Series
    • Beyer, H.-G.1
  • 10
    • 0041877685 scopus 로고    scopus 로고
    • Qualms regarding the optimality of cumulative path length control in CSA/CMA-evolution strategies
    • Beyer, H.-G., and Arnold, D. V. (2003). Qualms regarding the optimality of cumulative path length control in CSA/CMA-evolution strategies. Evolutionary Computation, 11(1):19-28.
    • (2003) Evolutionary Computation , vol.11 , Issue.1 , pp. 19-28
    • Beyer, H.-G.1    Arnold, D.V.2
  • 11
    • 47749124671 scopus 로고    scopus 로고
    • Self-adaptation on the ridge functions class: First results for the sharp ridge
    • T. P. Runarsson, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Beyer, H.-G., and Meyer-Nieberg, S. (2006). Self-adaptation on the ridge functions class: First results for the sharp ridge. In T. P. Runarsson, et al. (Eds.), Parallel Problem Solving from Nature - PPSNIX (pp. 71-80). Springer Verlag, Heidelberg, Germany.
    • (2006) Parallel Problem Solving from Nature - PPSNIX , pp. 71-80
    • Beyer, H.-G.1    Meyer-Nieberg, S.2
  • 12
    • 0037592480 scopus 로고    scopus 로고
    • Evolution strategies - A comprehensive introduction
    • Beyer, H.-G., and Schwefel, H.-P. (2002). Evolution strategies - A comprehensive introduction. Natural Computing, 1(1):3-52.
    • (2002) Natural Computing , vol.1 , Issue.1 , pp. 3-52
    • Beyer, H.-G.1    Schwefel, H.-P.2
  • 13
    • 70350348356 scopus 로고    scopus 로고
    • Concomitants of order statistics
    • N. Balakrishnan, et al, Eds, Elsevier, Amsterdam
    • David, H. A., and Nagaraja, H. N. (1998). Concomitants of order statistics. In N. Balakrishnan, et al. (Eds.), Handbook of Statistics, vol. 16 (pp. 487-513). Elsevier, Amsterdam.
    • (1998) Handbook of Statistics , vol.16 , pp. 487-513
    • David, H.A.1    Nagaraja, H.N.2
  • 15
    • 33750247267 scopus 로고    scopus 로고
    • An analysis of mutative σ-self-adaptation on linear fitness functions
    • Hansen, N. (2006). An analysis of mutative σ-self-adaptation on linear fitness functions. Evolutionary Computation, 14(3):255-275.
    • (2006) Evolutionary Computation , vol.14 , Issue.3 , pp. 255-275
    • Hansen, N.1
  • 16
    • 0035377566 scopus 로고    scopus 로고
    • Completely derandomized self-adaptation in evolution strategies
    • Hansen, N., and Ostermeier, A. (2001). Completely derandomized self-adaptation in evolution strategies. Evolutionary Computation, 9(2):159-195.
    • (2001) Evolutionary Computation , vol.9 , Issue.2 , pp. 159-195
    • Hansen, N.1    Ostermeier, A.2
  • 17
    • 0002755815 scopus 로고
    • Reproductive isolation as strategy parameter in hierarchically organized evolution strategies
    • R. Männer and B. Manderick Eds, Elsevier, Amsterdam
    • Herdy, M. (1992). Reproductive isolation as strategy parameter in hierarchically organized evolution strategies. In R. Männer and B. Manderick (Eds.), Parallel Problem Solving from Nature - PPSN II (pp. 207-217). Elsevier, Amsterdam.
    • (1992) Parallel Problem Solving from Nature - PPSN II , pp. 207-217
    • Herdy, M.1
  • 18
    • 27644434520 scopus 로고
    • The number of offspring as strategy parameter in hierarchically organized evolution strategies
    • Herdy, M. (1993). The number of offspring as strategy parameter in hierarchically organized evolution strategies. ACM SIGBIO Newsletter, 13(2):2-9.
    • (1993) ACM SIGBIO Newsletter , vol.13 , Issue.2 , pp. 2-9
    • Herdy, M.1
  • 19
    • 35248877965 scopus 로고    scopus 로고
    • Analysis of a simple evolutionary algorithm for minimization in Euclidean spaces
    • J. C. M. Baeten, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Jägersküpper, J. (2003). Analysis of a simple evolutionary algorithm for minimization in Euclidean spaces. In J. C. M. Baeten, et al. (Eds.), Automata, Languages, and Programming - ICALP 2003 (pp. 1068-1079). Springer Verlag, Heidelberg, Germany.
    • (2003) Automata, Languages, and Programming - ICALP 2003 , pp. 1068-1079
    • Jägersküpper, J.1
  • 20
    • 24944530101 scopus 로고    scopus 로고
    • Rigorous runtime analysis of the (1 + 1) ES: 1/5-rule and ellipsoidal fitness landscapes
    • A. H. Wright, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Jägersküpper, J. (2005). Rigorous runtime analysis of the (1 + 1) ES: 1/5-rule and ellipsoidal fitness landscapes. In A. H. Wright, et al. (Eds.), Foundations of Genetic Algorithms 8 (pp. 260-281). Springer Verlag, Heidelberg, Germany.
    • (2005) Foundations of Genetic Algorithms 8 , pp. 260-281
    • Jägersküpper, J.1
  • 21
    • 33750253050 scopus 로고    scopus 로고
    • Searching for balance: Understanding self-adaptation on ridge functions
    • T. P. Runarsson, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Lunacek, M., and Whitley, D. (2006). Searching for balance: Understanding self-adaptation on ridge functions. In T. P. Runarsson, et al. (Eds.), Parallel Problem Solving from Nature-PPSNIX (pp. 82-91). Springer Verlag, Heidelberg, Germany.
    • (2006) Parallel Problem Solving from Nature-PPSNIX , pp. 82-91
    • Lunacek, M.1    Whitley, D.2
  • 23
    • 37149039905 scopus 로고    scopus 로고
    • Mutative self-adaptation on the sharp and parabolic ridge
    • R. Poli and C. R. Stephens Eds, Springer Verlag, Heidelberg, Germany
    • Meyer-Nieberg, S., and Beyer, H.-G. (2007a). Mutative self-adaptation on the sharp and parabolic ridge. In R. Poli and C. R. Stephens (Eds.), Foundations of Genetic Algorithms 9 (pp. 70-96). Springer Verlag, Heidelberg, Germany.
    • (2007) Foundations of Genetic Algorithms 9 , pp. 70-96
    • Meyer-Nieberg, S.1    Beyer, H.-G.2
  • 24
    • 34147118199 scopus 로고    scopus 로고
    • Self-adaptation in evolutionary algorithms
    • F. G. Lobo, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Meyer-Nieberg, S., and Beyer, H.-G. (2007b). Self-adaptation in evolutionary algorithms. In F. G. Lobo, et al. (Eds.), Parameter setting in evolutionary algorithms (pp. 47-75). Springer Verlag, Heidelberg, Germany.
    • (2007) Parameter setting in evolutionary algorithms , pp. 47-75
    • Meyer-Nieberg, S.1    Beyer, H.-G.2
  • 25
    • 41549103794 scopus 로고
    • Step-size adaptation based on non-local use of selection information
    • Y. Davidor, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Ostermeier, A., Gawelczyk, A., and Hansen, N. (1994). Step-size adaptation based on non-local use of selection information. In Y. Davidor, et al. (Eds.), Parallel Problem Solving from Nature-PPSN III (pp. 189-198). Springer Verlag, Heidelberg, Germany.
    • (1994) Parallel Problem Solving from Nature-PPSN III , pp. 189-198
    • Ostermeier, A.1    Gawelczyk, A.2    Hansen, N.3
  • 26
    • 0034276692 scopus 로고    scopus 로고
    • Analysis of the (μ/μ, λ)-ES on the parabolic ridge
    • Oyman, A. I., and Beyer, H.-G. (2000). Analysis of the (μ/μ, λ)-ES on the parabolic ridge. Evolutionary Computation, 8(3):267-289.
    • (2000) Evolutionary Computation , vol.8 , Issue.3 , pp. 267-289
    • Oyman, A.I.1    Beyer, H.-G.2
  • 27
    • 0003026457 scopus 로고    scopus 로고
    • Where elitists start limping: Evolution strategies at ridge functions
    • Eiben, A. E, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Oyman, A. I., Beyer, H.-G., and Schwefel, H.-P. (1998). Where elitists start limping: Evolution strategies at ridge functions. In Eiben, A. E., et al. (Eds.), Parallel Problem Solving from Nature-PPSN V (pp. 109-118). Springer Verlag, Heidelberg, Germany.
    • (1998) Parallel Problem Solving from Nature-PPSN V , pp. 109-118
    • Oyman, A.I.1    Beyer, H.-G.2    Schwefel, H.-P.3
  • 28
  • 30
    • 0041039943 scopus 로고
    • Evolutionsstrategien
    • B. Schneider and U. Ranft Eds, Springer Verlag, Heidelberg, Germany
    • Rechenberg, I. (1978). Evolutionsstrategien. In B. Schneider and U. Ranft (Eds.), Simulationsmethoden in der Medizin und Biologie (pp. 83-114). Springer Verlag, Heidelberg, Germany.
    • (1978) Simulationsmethoden in der Medizin und Biologie , pp. 83-114
    • Rechenberg, I.1
  • 31
    • 0003827650 scopus 로고
    • Friedrich Frommann Verlag, Stuttgart, Germany
    • Rechenberg, I. (1994). Evolutionsstrategie '94. Friedrich Frommann Verlag, Stuttgart, Germany.
    • (1994) Evolutionsstrategie '94
    • Rechenberg, I.1
  • 32
    • 0032108106 scopus 로고    scopus 로고
    • Evolutionary algorithms and gradient search: Similarities and differences
    • Salomon, R. (1998). Evolutionary algorithms and gradient search: Similarities and differences. IEEE Transactions on Evolutionary Computation, 2(2):45-55.
    • (1998) IEEE Transactions on Evolutionary Computation , vol.2 , Issue.2 , pp. 45-55
    • Salomon, R.1
  • 34
    • 35048849868 scopus 로고    scopus 로고
    • Ruffled by ridges: How evolutionary algorithms can fail
    • K. Deb, et al, Eds, Springer Verlag, Heidelberg, Germany
    • Whitley, D., Lunacek, M., and Knight, J. (2004). Ruffled by ridges: How evolutionary algorithms can fail. In K. Deb, et al. (Eds.), Genetic and Evolutionary Computation - GECCO 2004 (pp. 294-306). Springer Verlag, Heidelberg, Germany.
    • (2004) Genetic and Evolutionary Computation - GECCO 2004 , pp. 294-306
    • Whitley, D.1    Lunacek, M.2    Knight, J.3


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