Optimizer_sovkov

by Vladimir Sovkov

Constructing and optimizing general mathematical and physical models

https://sourceforge.net/projects/optimizer-sovkov/

Updated 2 Dec 2019

We present the package Optimizer aimed at constructing and optimizing general mathematical and physical models. It is written in the Matlab algorithmic language and is executed from under Matlab environment with partial functionality in Octave. The convenient visual interface and the detailed manuals are provided. The main benefit of the package is its capability of constructing models of any level of complexity in a block-by-block manner. Elementary model blocks can be collected in libraries, and we have already written many such library programs, intended to be published separately. The package provides the most reliable modern strategies for linear and non-linear model optimization, regularization, hypothesis tests. Parallel computing is supported.

Cite As

Sovkov, Vladimir, and Jie Ma. “Matlab Tool {QOptimizerq}: Construction and Optimization of Multi-Block Mathematical Models-Application to Spectroscopy Experiments with Ultracold Gases of Alkali Metals.” Proceedings of the 2016 International Conference on Applied Mathematics, Simulation and Modelling, Atlantis Press, 2016, doi:10.2991/amsm-16.2016.83.

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MATLAB Release Compatibility

Created with R2019a

Compatible with any release

Platform Compatibility

Windows macOS Linux

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MLA	Sovkov, Vladimir, and Jie Ma. “Matlab Tool {QOptimizerq}: Construction and Optimization of Multi-Block Mathematical Models-Application to Spectroscopy Experiments with Ultracold Gases of Alkali Metals.” Proceedings of the 2016 International Conference on Applied Mathematics, Simulation and Modelling, Atlantis Press, 2016, doi:10.2991/amsm-16.2016.83.
APA	Sovkov, V., & Ma, J. (2016). Matlab tool {qOptimizerq}: Construction and Optimization of Multi-Block Mathematical Models-Application to spectroscopy experiments with ultracold gases of alkali metals. In Proceedings of the 2016 International Conference on Applied Mathematics, Simulation and Modelling. Atlantis Press. Retrieved from https://doi.org/10.2991%2Famsm-16.2016.83
BibTeX	@inproceedings{Sovkov_2016, doi = {10.2991/amsm-16.2016.83}, url = {https://doi.org/10.2991%2Famsm-16.2016.83}, year = 2016, publisher = {Atlantis Press}, author = {Vladimir Sovkov and Jie Ma}, title = {Matlab tool {qOptimizerq}: Construction and Optimization of Multi-Block Mathematical Models-Application to spectroscopy experiments with ultracold gases of alkali metals}, booktitle = {Proceedings of the 2016 International Conference on Applied Mathematics, Simulation and Modelling} }