OptiProfiler: A platform for benchmarking optimization solvers#
What is OptiProfiler?#
OptiProfiler is a benchmarking platform for optimization solvers. It is designed to help researchers and practitioners in the field of optimization to streamline their benchmarking process and to offer a consistent and comprehensive framework for evaluating optimization solvers. It currently provides a MATLAB interface to benchmark derivative-free optimization solvers on various test suites by generating high-quality performance profiles, data profiles, and other visualizations.
Why OptiProfiler?#
- Simple usage for beginners
Easy installation and quick start with a few lines of code
- Multiple degrees of freedom for experts
Multiple built-in features and customization options for test suites
- Automatic generation of high-quality profiles
Publication-ready PDF visualizations with precise, clear, and aesthetically pleasing figures
- Reliable methodology for benchmarking
Based on the widely accepted performance profile and data profile
- Time-stamped experimental results for reproducibility
All experimental results are time-stamped and saved in a structured format for easy reproducibility
How to use OptiProfiler?#
You may check the User guide for a quick start. You can also check the MATLAB API reference for more details on the functions and classes in OptiProfiler.