JavaFit: a platform independent program for interactive nonlinear least-squares fitting using the Levenberg-Marquardt method

A. W. Robinson

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JavaFit: a platform independent program for interactive nonlinear least-squares fitting using the Levenberg-Marquardt method

机译：JavaFit：使用Levenberg-Marquardt方法进行交互式非线性最小二乘拟合的独立于平台的程序

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The JavaFit program is a package for carrying out interactive nonlinear least-squares fitting to determine the parameters of physical models from experimental data. It has been conceived as a platform independent package aimed at the relatively modest computational needs of spectroscopists, where it is often necessary to determine physical parameters from a variety of spectral lineshape models. The program is platform independent, provided that a Java runtime module is available for the host platform. The program is also designed to read a wide variety of data in ASCII column formats produced on DOS, Macintosh and UNIX platforms.

机译：JavaFit程序是一个软件包，用于执行交互式非线性最小二乘拟合，以根据实验数据确定物理模型的参数。它被认为是独立于平台的软件包，旨在满足光谱学家相对适度的计算需求，在该环境中，经常有必要从各种光谱线形模型中确定物理参数。该程序与平台无关，只要Java运行时模块可用于主机平台即可。该程序还旨在读取在DOS，Macintosh和UNIX平台上生成的ASCII列格式的各种数据。

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《Computer physics communications》 |1998年第3期|共8页
作者
A. W. Robinson;
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原文格式 PDF
正文语种 eng
中图分类计算机的应用;
关键词
interactive; nonlinear least-squares; Levenberg-Marquardt; optimisation; spectroscopy; model fitting;

机译：交互式;非线性最小二乘;Levenberg-Marquardt;优化;光谱学;模型拟合;

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专利

1. JavaFit: a platform independent program for interactive nonlinear least-squares fitting using the Levenberg-Marquardt method [J] . A. W. Robinson Computer physics communications . 1998,第2a3期

机译：JavaFit：使用Levenberg-Marquardt方法进行交互式非线性最小二乘拟合的独立于平台的程序
2. A Levenberg-Marquardt method for large nonlinear least-squares problems with dynamic accuracy in functions and gradients [J] . Bellavia Stefania, Gratton Serge, Riccietti Elisa Numerische Mathematik . 2018,第3期

机译：一个Levenberg-Marquardt方法，用于大型非线性最小二乘问题，功能和梯度动态精度
3. An Open-Source, Cross-Platform Resource for Nonlinear Least-Squares Curve Fitting [J] . Journal of Chemical Education . 2018,第12期

机译：非线性最小二乘曲线拟合的开源，跨平台资源
4. Magnitude Least-Squares Fitting via Semidefinite Programming with Applications to Beamforming and Multidimensional Filter Design [C] . Peter Kassakian IEEE International Conference on Acoustics, Speech, and Signal Processing . 2005

机译：通过SEMIDEFINITE编程拟合应用于波束成形和多维过滤器设计的幅度最小二乘
5. Least-squares methods for solving linear programming problems. [D] . Gopalakrishnan, Balaji. 2002

机译：解决线性规划问题的最小二乘法。
6. Network Completion Using Dynamic Programming and Least-Squares Fitting [O] . Natsu Nakajima, Takeyuki Tamura, Yoshihiro Yamanishi, 2012

机译：使用动态规划和最小二乘拟合的网络完成
7. An Open-Source, Cross-Platform Resource for Nonlinear Least-Squares Curve Fitting [O] . Andreas Möglich 2018

机译：非线性最小二乘曲线拟合的开源，跨平台资源
8. Nonlinear Least-Squares Fitting of First-Order Rate Coefficients Comparison between the Gauss-Seidel Method and Swain's Kore Program [R] . Hovanec, J. W., Ward, J. R. 1983

机译：Gauss-seidel方法与swain's Kore程序的一阶速率系数比较的非线性最小二乘拟合

JavaFit: a platform independent program for interactive nonlinear least-squares fitting using the Levenberg-Marquardt method

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