MaRDI Open Interfaces for Interoperable Nonlinear Optimization
Kabanov, Dmitry I.; Rave, Stephan; Ohlberger, Mario
Research article in digital collection | PreprintAbstract
MaRDI Open Interfaces is a software package that aims to improve interoperability in scientific computing, particularly, for nonlinear optimization. To this end, this package holds two main characteristics. First, it provides unified interfaces for typical numerical problems to help switching between solvers for the same problem type. Second, it automates data marshalling between programming languages. Hence, computational scientists can conduct experiments faster by using the package, with fewer code-modification and testing efforts. In this work we describe the general structure of the software package and show examples with the interface for nonlinear optimization.
Details about the publication
Name of the repository: arXiv
Article number: 2606.20410
Status: submitted / under review
Release year: 2026
Language in which the publication is written: English
Link to the full text: https://doi.org/10.48550/arXiv.2606.20410
Keywords: unified solver interfaces; numerical software; scientific computing; com-
putational science; cross-language computations; automatic data exchange; data mar-
shalling; programming interface; reusability; foreign function interface
Authors from the University of Münster
| Kabanov, Dmitry | |
| Ohlberger, Mario | |
| Rave, Stephan |
Projects the publication originates from
Duration: 01/01/2026 - 31/12/2032 | 2nd Funding period Funded by: DFG - Cluster of Excellence Type of project: Main DFG-project hosted at University of Münster | |
Duration: 01/10/2021 - 30/09/2026 | 1st Funding period Funded by: DFG - National Research Data Infrastructure Type of project: Subproject in DFG-joint project hosted outside University of Münster |