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When minimizing a nonlinear least-squares function, the Levenberg-Marquardt algorithm can suffer from a slow convergence, particularly when it must navigate a narrow canyon en route to a best fit.
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C. J. Umrigar, M. P. Nightingale, Stochastic and deterministic enhancements of the Levenberg-Marquardt optimization algorithm, 2011. Unpublished
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