A Note on Separable Nonlinear Least Squares Problem
Abstract
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.
Cite
@article{arxiv.1108.5499,
title = {A Note on Separable Nonlinear Least Squares Problem},
author = {Wajeb Gharibi and Omar Saeed Al-Mushayt},
journal= {arXiv preprint arXiv:1108.5499},
year = {2016}
}
Comments
3 pages; IEEE, 2011 International Conference on Future Computer Sciences and Application (ICFCSA 2011), Jun. 18- 19, 2011, Hong Kong