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Volumn 60, Issue 2, 2014, Pages 1-14

On best practice optimization methods in R

Author keywords

Best practice; Optimization methods; R

Indexed keywords


EID: 84907485087     PISSN: 15487660     EISSN: None     Source Type: Journal    
DOI: 10.18637/jss.v060.i02     Document Type: Article
Times cited : (180)

References (30)
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    • Numerical Optimization and Surface Estimation with Imprecise Function Evaluations
    • Joe H, Nash JC (2003). "Numerical Optimization and Surface Estimation with Imprecise Function Evaluations". Statistics and Computing, 13(3), 277-286.
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  • 13
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    • Benchmarking Derivative-Free Optimization Algorithms
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    • (2009) SIAM Journal on Optimization , vol.20 , Issue.1 , pp. 172-191
    • Morfle, J.J.1    Wild, S.M.2
  • 14
    • 79961229328 scopus 로고    scopus 로고
    • DEoptim: An R Package for Global Optimization by Differential Evolution
    • Mullen K, Ardia D, Gil D, Windover D, Cline J (2011). "DEoptim: An R Package for Global Optimization by Differential Evolution". Journal of Statistical Software, 40(6), 1-26. URL http://www. jstatsoft. org/v40/i06/.
    • (2011) Journal of Statistical Software , vol.40 , Issue.6 , pp. 1-26
    • Mullen, K.1    Ardia, D.2    Gil, D.3    Windover, D.4    Cline, J.5
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    • Unifying Optimization Algorithms to Aid Software System Users: Optimx for R
    • Nash JC, Varadhan R (2011). "Unifying Optimization Algorithms to Aid Software System Users: optimx for R". Journal of Statistical Software, 43(9), 1-14. URL http://www. jstatsoft. org/v43/i09/.
    • (2011) Journal of Statistical Software , vol.43 , Issue.9 , pp. 1-14
    • Nash, J.C.1    Varadhan, R.2
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    • Information Technology Laboratory, URL
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    • (1999) Statistical Reference Datasets-Nonlinear Regression
  • 25
    • 84863304598 scopus 로고    scopus 로고
    • R Founda-tion for Statistical Computing, Vienna, Austria. URL
    • R Core Team (2014). R: A Language and Environment for Statistical Computing. R Founda-tion for Statistical Computing, Vienna, Austria. URL http://www. R-project. org/.
    • (2014) R: A Language and Environment for Statistical Computing
  • 29
    • 84907557070 scopus 로고    scopus 로고
    • NLopt. R package version 1. 04, URL
    • Ypma J (2014). nloptr: R Interface to NLopt. R package version 1. 04, URL http://CRAN. R-project. org/package=nloptr.
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    • Algorithm 778: L-BFGS-B: Fortran Subroutines for Large-Scale Bound-Constrained Optimization
    • Zhu C, Byrd RH, Lu P, Nocedal J (1997). "Algorithm 778: L-BFGS-B: Fortran Subroutines for Large-Scale Bound-Constrained Optimization". ACM Transactions on Mathematical Software, 23(4), 550-560.
    • (1997) ACM Transactions on Mathematical Software , vol.23 , Issue.4 , pp. 550-560
    • Zhu, C.1    Byrd, R.H.2    Lu, P.3    Nocedal, J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.