A Levenberg-Marquardt method for large-scale bound-constrained nonlinear least-squares

The well known Levenberg-Marquardt method is used extensively for solving nonlinear least-squares problems. We describe an extension of the Levenberg- Marquardt method to problems with bound constraints on the variables. Each iteration of our algorithm approximately solves a linear least-squares pro...

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Bibliographic Details
Main Author: Shan, Shidong
Format: Others
Language:English
Published: University of British Columbia 2009
Online Access:http://hdl.handle.net/2429/5648