Article
Details
Citation
Chacón Sartori C, Blum C & Ochoa G (2023) STNWeb: A new visualization tool for analyzing optimization algorithms. Software Impacts, 17, Art. No.: 100558. https://doi.org/10.1016/j.simpa.2023.100558
Abstract
STNWeb is a new web tool for the visualization of the behavior of optimization algorithms such as metaheuristics. It allows for the graphical analysis of multiple runs of multiple algorithms on the same problem instance and, in this way, it facilitates the understanding of algorithm behavior. It may help, for example, in identifying the reasons for a rather low algorithm performance. This, in turn, can help the algorithm designer to change the algorithm in order to improve its performance. STNWeb is designed to be user-friendly. Moreover, it is offered for free to the research community.
Keywords
Algorithm analysis; Visualization; Behavior of optimization algorithms; Web application
Journal
Software Impacts: Volume 17
Status | Published |
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Funders | Agencia Estatal de Investigación |
Publication date | 30/09/2023 |
Publication date online | 11/08/2023 |
Date accepted by journal | 26/07/2023 |
URL | |
Publisher | Elsevier BV |
eISSN | 2665-9638 |
People (1)
Professor, Computing Science