Benchmarking optimization software with performance profiles

Springer Science and Business Media LLC - Tập 91 - Trang 201-213 - 2002
Elizabeth D. Dolan1, Jorge J. Moré2
1Northwestern University and Mathematics and Computer Science Division, Argonne National Laboratory, e-mail: [email protected], , US
2Mathematics and Computer Science Division, Argonne National Laboratory, e-mail: [email protected], , US

Tóm tắt

We propose performance profiles — distribution functions for a performance metric — as a tool for benchmarking and comparing optimization software. We show that performance profiles combine the best features of other tools for performance evaluation.