JSOSuite.jl: Solving continuous optimization problems with JuliaSmoothOptimizers
JSOSuite.jl is a new Julia package offering a user-friendly interface for continuous nonlinear optimization.The solvers available cover unconstrained to generally-constrained, and least-squares problems.This new package caters to practitioners as it does not require an understanding of the inner mechanism of solvers, but instead performs a cursory analysis of the problem to match it with an appropriate solver.
Authors
- Dominique Orban (ORCID: https://orcid.org/0000-0002-8017-7687)
- Tangi Migot (ORCID: https://orcid.org/0000-0001-7729-2513)
- Abel Soares Siqueira (ORCID: https://orcid.org/0000-0003-4451-281X)
Institutions
- HEC Montréal (CA)
- Netherlands eScience Center (NL)
- Group for Research in Decision Analysis (CA)
- Polytechnique Montréal (CA)
Publication Details
- Journal
- JuliaCon Proceedings
- Published
- 2024-09-02
- DOI
- https://doi.org/10.21105/jcon.00161
- Primary Topic
- Advanced Optimization Algorithms Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Sciences and Engineering Research Council of Canada