578. Benchmarking tools for global optimization
Invited abstract in session TB-4: Stochastic and Deterministic Global Optimization, stream Global optimization.
Tuesday, 10:30-12:30Room: B100/5013
Authors (first author is the speaker)
| 1. | Dmitri Kvasov
|
| DIMES, University of Calabria | |
| 2. | Yaroslav Sergeyev
|
| DIMES, University of Calabria |
Abstract
We consider various tools for testing stochastic and deterministic constrained global optimization algorithms (such as, for example, operational zones and aggregated operational zones https://www.nature.com/articles/s41598-017-18940-4). We also present a recently proposed generator of constrained test problems https://ieeexplore.ieee.org/document/9664812 which is based on the popular GKLS generator for benchmarking box-constrained global optimization methods. We illustrate the considered techniques by testing some known optimization algorithms.
This work was partially supported by the Italian INdAM GNCS Project 2025, number CUP_ E53C24001950001.
Keywords
- Global optimization
- Optimization software
- Derivative-free optimization
Status: accepted
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