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Algorithm 896: LSA: Algorithms for Large-Scale Optimization

We present 14 basic Fortran subroutines for large-scale unconstrained and box constrained optimization and large-scale systems of nonlinear equations. Subroutines nonlinear least-squa...

BB - Aplikovaná statistika, operační výzkum

  • 2009
  • Jx
Result

Variable Metric Methods for Unconstrained Optimization and Nonlinear least Squares.

Variable metric or quasi-Newton methods were originally developed for small- and moderate-size dense problems, their modifications based either on sparse, partitioned or limited-memory updates are very efficient on large-scale spars...

BA - Obecná matematika

  • 2000
  • Jx
Result

A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems

Least squares form one of the most prominent classes of optimization problems and motivates the need for efficient algorithms amenable to large-scale implementations. In this paper, we propose and analyze a Levenbe...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2021
  • Jimp
  • Link
Result

Efficient Methods for Large-Scale Unconstrained Optimization

least squares and methods for solving large-scale trust-region subsproblem.This contribution contains a description of efficient methods for large scale unconstrained optimization. Many of them h...

BA - Obecná matematika

  • 2006
  • D
Result

Hybrid Methods for Large Sparse Nonlinear Least Squares.

Annotation not available...

BD - Teorie informace

  • 1996
  • Jx
Result

Hybrid Methods for Large Sparse Nonlinear Least Squares.

Annotation not available...

BD - Teorie informace

  • 1993
  • Vx
Result

Inexact Trust Region Method for Large Sparse Nonlinear Least Squares.

Annotation not available...

BD - Teorie informace

  • 1993
  • Jx
Result

Unifying Least Squares, Total Least Squares and Data Least Squares.

This paper is mainly historical, but it also gives some simpler derivations and some new theory. Here is shown how any inconzistent linear system can be reduced to a minimally dimensioned core system. The basics of practical algorithms for both the <...

BA - Obecná matematika

  • 2002
  • D
Result

Solver - evaluation of experimental data by general nonlinear least squares method

This software enable us in the framework of the nonlinear least squares method to evaluate the experimental data and to find the parameters including the uncertainties....

BB - Aplikovaná statistika, operační výzkum

  • 2008
  • R
Result

Nonlinear least squares method in Excel

This contribution describes programme that is able to use general nonlinear least square method for data evaluation. It is very practival method not only for optics of thin films....

BH - Optika, masery a lasery

  • 2007
  • D
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