Web-Based Tool for Algebraic Modeling and Mathematical Optimization

In this article, we present a new open-source tool for algebraic modeling and mathematical optimization. We begin by distilling the main gaps within the existing algebraic modeling languages and tools (varying performance, limited cross-compatibility, complex syntax, and different solver, feature, a...

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Autores principales:	Vaidas Jusevičius, Remigijus Paulavičius
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	mathematical optimization algebraic modeling languages mathematical modeling AMPL GAMS pyomo Mathematics QA1-939
Acceso en línea:	https://doaj.org/article/67ba0c0ae3254b47b70f4c9381f1e8f2
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id	oai:doaj.org-article:67ba0c0ae3254b47b70f4c9381f1e8f2
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spelling	oai:doaj.org-article:67ba0c0ae3254b47b70f4c9381f1e8f22021-11-11T18:17:51ZWeb-Based Tool for Algebraic Modeling and Mathematical Optimization10.3390/math92127512227-7390https://doaj.org/article/67ba0c0ae3254b47b70f4c9381f1e8f22021-10-01T00:00:00Zhttps://www.mdpi.com/2227-7390/9/21/2751https://doaj.org/toc/2227-7390In this article, we present a new open-source tool for algebraic modeling and mathematical optimization. We begin by distilling the main gaps within the existing algebraic modeling languages and tools (varying performance, limited cross-compatibility, complex syntax, and different solver, feature, and problem type support). Later, we propose a state-of-the-art web-based tool (WebAML and Optimization System) for algebraic modeling languages and mathematical optimization. The tool does not require specific algebraic language knowledge, allows solving problems using different solvers, and utilizes the best characteristics of existing algebraic modeling languages. We also provide clear extension points and ideas on how we could further improve such a tool.Vaidas JusevičiusRemigijus PaulavičiusMDPI AGarticlemathematical optimizationalgebraic modeling languagesmathematical modelingAMPLGAMSpyomoMathematicsQA1-939ENMathematics, Vol 9, Iss 2751, p 2751 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	mathematical optimization algebraic modeling languages mathematical modeling AMPL GAMS pyomo Mathematics QA1-939
spellingShingle	mathematical optimization algebraic modeling languages mathematical modeling AMPL GAMS pyomo Mathematics QA1-939 Vaidas Jusevičius Remigijus Paulavičius Web-Based Tool for Algebraic Modeling and Mathematical Optimization
description	In this article, we present a new open-source tool for algebraic modeling and mathematical optimization. We begin by distilling the main gaps within the existing algebraic modeling languages and tools (varying performance, limited cross-compatibility, complex syntax, and different solver, feature, and problem type support). Later, we propose a state-of-the-art web-based tool (WebAML and Optimization System) for algebraic modeling languages and mathematical optimization. The tool does not require specific algebraic language knowledge, allows solving problems using different solvers, and utilizes the best characteristics of existing algebraic modeling languages. We also provide clear extension points and ideas on how we could further improve such a tool.
format	article
author	Vaidas Jusevičius Remigijus Paulavičius
author_facet	Vaidas Jusevičius Remigijus Paulavičius
author_sort	Vaidas Jusevičius
title	Web-Based Tool for Algebraic Modeling and Mathematical Optimization
title_short	Web-Based Tool for Algebraic Modeling and Mathematical Optimization
title_full	Web-Based Tool for Algebraic Modeling and Mathematical Optimization
title_fullStr	Web-Based Tool for Algebraic Modeling and Mathematical Optimization
title_full_unstemmed	Web-Based Tool for Algebraic Modeling and Mathematical Optimization
title_sort	web-based tool for algebraic modeling and mathematical optimization
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/67ba0c0ae3254b47b70f4c9381f1e8f2
work_keys_str_mv	AT vaidasjusevicius webbasedtoolforalgebraicmodelingandmathematicaloptimization AT remigijuspaulavicius webbasedtoolforalgebraicmodelingandmathematicaloptimization
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Web-Based Tool for Algebraic Modeling and Mathematical Optimization

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