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Volumn , Issue , 2010, Pages 337-362

The sequential parameter optimization toolbox

Author keywords

[No Author keywords available]

Indexed keywords


EID: 79960509952     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-642-02538-9_14     Document Type: Chapter
Times cited : (44)

References (27)
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    • Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, URL
    • Bartz-Beielstein T (2010a) Sequential parameter optimization. Tech. Rep. 04/2010, Institute of Computer Science, Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany, URL http://www.gm.fh-koeln.de/imperia/md/content/personen/lehrende/ bartz-beielstein-thomas/spotannotatedbib.pdf.
    • (2010) Tech. Rep. 04/2010, Institute of Computer Science
    • Bartz-Beielstein, T.1
  • 3
    • 84860416649 scopus 로고    scopus 로고
    • SPOT: An R package for automatic and interactive tuning of optimization algorithms by sequential parameter optimization
    • related software can be downloaded
    • Bartz-Beielstein T (2010b) SPOT: An R package for automatic and interactive tuning of optimization algorithms by sequential parameter optimization. Tech. Rep. CIOP TR 05-10, Cologne University of Applied Sciences, URL http://arxiv.org/abs/1006.4645, related software can be downloaded.
    • (2010) Tech. Rep. CIOP TR 05-10, Cologne University of Applied Sciences
    • Bartz-Beielstein, T.1
  • 4
    • 84895250722 scopus 로고    scopus 로고
    • http://cran.r-project.org/web/packages/SPOT/index.html.
  • 5
    • 27144540413 scopus 로고    scopus 로고
    • Sequential parameter optimization
    • McKay B, et al. (eds), Edinburgh, Scotland, IEEE Press, Piscataway NJ, Beyer HG (2001) The Theory of Evolution Strategies. Springer
    • Bartz-Beielstein T, Lasarczyk C, Preus M (2005) Sequential parameter optimization. In: McKay B, et al. (eds) Proceedings 2005 Congress on Evolutionary Computation (CEC'05), Edinburgh, Scotland, IEEE Press, Piscataway NJ, vol 1, pp 773-780.
    • (2005) Proceedings 2005 Congress on Evolutionary Computation (CEC'05) , vol.1 , pp. 773-780
    • Bartz-Beielstein, T.1    Lasarczyk, C.2    Preus, M.3
  • 6
    • 0037592480 scopus 로고    scopus 로고
    • Evolution strategies-A comprehensive introduction
    • Beyer HG, Schwefel HP (2002) Evolution strategies-A comprehensive introduction. Natural Computing 1:3-52.
    • (2002) Natural Computing , vol.1 , pp. 3-52
    • Beyer, H.G.1    Schwefel, H.P.2
  • 10
    • 68549133520 scopus 로고    scopus 로고
    • Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules
    • Fober T, Mernberger M, Klebe G, Hullermeier E (2009) Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules. Bioinformatics 25(16):2110-2117.
    • (2009) Bioinformatics , vol.25 , Issue.16 , pp. 2110-2117
    • Fober, T.1    Mernberger, M.2    Klebe, G.3    Hullermeier, E.4
  • 14
    • 65549149038 scopus 로고    scopus 로고
    • Optimierte modellierung von fullstanden in regenuberlaufbecken mittels ci-basierter parameterselektion optimized modelling of fill levels in stormwater tanks using ci-based parameter selection schemes
    • Konen W, Zimmer T, Bartz-Beielstein T (2009) Optimierte Modellierung von Fullstanden in Regenuberlaufbecken mittels CI-basierter Parameterselektion Optimized Modelling of Fill Levels in Stormwater Tanks Using CI-based Parameter Selection Schemes. Automatisierungstechnik 57(3):155-166.
    • (2009) Automatisierungstechnik , vol.57 , Issue.3 , pp. 155-166
    • Konen, W.1    Zimmer, T.2    Bartz-Beielstein, T.3
  • 24
    • 84972526421 scopus 로고
    • The philosophy of multiple comparisons
    • Tukey J (1991) The philosophy of multiple comparisons. Statistical Science 6:100- 116.
    • (1991) Statistical Science , vol.6 , pp. 100-116
    • Tukey, J.1
  • 25
    • 34547281886 scopus 로고    scopus 로고
    • Investigating ea based training of hmm using a sequential parameter optimization approach
    • Yen GG, Lucas SM, Fogel G, Kendall G, Salomon R, Zhang BT, Coello CAC, Runarsson TP (eds), IEEE Press, Vancouver, BC, Canada, URL
    • Volkert L (2006) Investigating ea based training of hmm using a sequential parameter optimization approach. In: Yen GG, Lucas SM, Fogel G, Kendall G, Salomon R, Zhang BT, Coello CAC, Runarsson TP (eds) Proceedings of the 2006 IEEE Congress on Evolutionary Computation, IEEE Press, Vancouver, BC, Canada, pp 2742-2749, URL http://ieeexplore.ieee.org/servlet/opac?punumber= 11108.
    • (2006) Proceedings of the 2006 IEEE Congress on Evolutionary Computation , pp. 2742-2749
    • Volkert, L.1
  • 27
    • 79959409917 scopus 로고    scopus 로고
    • Optimization of biogas production with computational intelligence-a comparative study
    • Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany
    • Ziegenhirt J, Bartz-Beielstein T, Flasch O, KonenW, Zaefferer M (2010) Optimization of biogas production with computational intelligence-a comparative study. Tech. Rep. 03/2010, Institute of Computer Science, Faculty of Computer Science and Engineering Science, Cologne University of Applied Sciences, Germany.
    • (2010) Tech. Rep. 03/2010, Institute of Computer Science
    • Ziegenhirt, J.1    Bartz-Beielstein, T.2    Flasch, O.3    Konen, W.4    Zaefferer, M.5


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