Year: 2022
Type: conference-paper
Abstract: The IOHanalyzer is a web-based framework that enables an easy visualization and comparison of the quality of stochastic optimization algorithms. IOHanalyzer offers several graphical and statistical tools analyze the results of such algorithms. In this work, we implement the cumulative difference plot in the IOHanalyzer. The cumulative difference plot [1] is a graphical approach that compares two samples through the first-order stochastic dominance. It improves upon other graphical approaches with the ability to distinguish between a small magnitude of difference and high uncertainty.
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
Awards: G100543663, G1175115578, G1280739393, G1616456967, G1633674249, G2026970443, G2262748287, G2599123229, G2763034579, G300979063, G3428307696, G3480869486, G3581833050, G3777950849, G4033406476, G425668148, G4392369290, G5080475149, G5394439737, G5913267992, G5943232429, G686263596, G7059386195, G7084143925, G7436716198, G785050907, G8109947733, G8130184278, G8430294048, G8684520763, G869884560, G8939903727
OpenAlex ID: W4285805542