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bonbons
2007 Nov 20
1
How is the Gauss-Newton method compared to Levenberg-Marquardt for curve-fitting?
...gorithm, while the use of the Levenberg-Marquardt (LM) algorithm does not seem to be very stressed in R. According to this [1] by Ripley, 'Levenberg-Marquardt is hardly competitive these days' which could imply the low emphasize on LM in R.
The position of LM is, to some extend, confusing. Bonnans et al [2] introduce the trust-region-based method of LM like this:
'This chapter is mostly devoted to methods which, although less "universal"
than the preceding, are useful in a good number of cases. The frst one (trust-region)
is actually extremely important, and might supersede li...