A Note on Separable Nonlinear Least Squares Problem

Details A Note on Separable Nonlinear Least Squares Problem A Note on Separable Nonlinear Least Squares Problem

2011-08-28

arxiv.org/abs/1108.5499v1

Computer Science

Computational Geometry

3 pages; IEEE, 2011 International Conference on Future Computer Sciences and Application (ICFCSA 2011), Jun. 18- 19, 2011, Hon

Scientific paper

Separable nonlinear least squares (SNLS)problem is a special class of nonlinear least squares (NLS)problems, whose objective function is a mixture of linear and nonlinear functions. It has many applications in many different areas, especially in Operations Research and Computer Sciences. They are difficult to solve with the infinite-norm metric. In this paper, we give a short note on the separable nonlinear least squares problem, unseparated scheme for NLS, and propose an algorithm for solving mixed linear-nonlinear minimization problem, method of which results in solving a series of least squares separable problems.

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