Publication: The Truncated Gauss-Newton Method for Sparse Least Squares Problems Using Automatic Differentiation
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The Truncated Gauss-Newton Method for Sparse Least Squares Problems Using Automatic Differentiation

- Technical report -
 

Author(s)
Lawrence C. W. Dixon , Richard C. Price

Institution
The Numerical Optimisation Center, Hatfield Polytechnic

Year
1986

Abstract
The automatic differentiation technique described is applied to the solution of least squares problems using a truncated Gauss-Newton method. The method is tested on eight standard test problems.

BibTeX
@TECHREPORT{
         Dixon1986TTG,
       AUTHOR = "Dixon, Lawrence C. W. and Price, Richard C.",
       TITLE = "The Truncated {G}auss-{N}ewton Method for Sparse Least Squares Problems Using
         Automatic Differentiation",
       TYPE = "Technical Report",
       NUMBER = "No. 171",
       INSTITUTION = "The Numerical Optimisation Center, Hatfield Polytechnic",
       ADDRESS = "Hatfield, U.K.",
       YEAR = "1986",
       REFERRED = "[Dixon1987ADa]; [Fischer1987AD].",
       KEYWORDS = "point algorithm; numerical results; differentiation arithmetic; optimisation
         method.",
       ABSTRACT = "The automatic differentiation technique described is applied to the solution of
         least squares problems using a truncated Gauss-Newton method. The method is tested on eight standard
         test problems."
}


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