Benchmarking optimization software with performance profiles

We propose performance profiles -- probability 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.

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benchmarking, performance, evaluation

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