| dc.creator | ARTURO HERNANDEZ AGUIRRE | |
| dc.date | 2007-12-14 | |
| dc.date.accessioned | 2023-07-21T15:46:12Z | |
| dc.date.available | 2023-07-21T15:46:12Z | |
| dc.identifier | http://cimat.repositorioinstitucional.mx/jspui/handle/1008/647 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/7729192 | |
| dc.description | An open problem in multi{objective optimization using the Pareto optimality criteria, is how to evaluate
the performance of diÆerent evolutionary algorithms that solve multi{objective problems. As the output of
these algorithms is a non{dominated set (NS), this problem can be reduced to evaluate what NS is better
than the others based on their projection on the objective space. In this work we propose a new performance
measure for the evaluation of NSs, that does not need any information a priori of the multiobjective problem.
Neither it needs any parameter tuning. Besides, its evaluations of the NSs agree with intuition. Also, we
introduce a benchmark of test cases to evaluate performance measures, that considers several topologies of
the Pareto Front. | |
| dc.format | application/pdf | |
| dc.language | eng | |
| dc.publisher | Centro de Investigación en Matemáticas AC | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.rights | http://creativecommons.org/licenses/by-nc/4.0 | |
| dc.subject | info:eu-repo/classification/MSC/Optimización | |
| dc.subject | info:eu-repo/classification/cti/1 | |
| dc.subject | info:eu-repo/classification/cti/12 | |
| dc.subject | info:eu-repo/classification/cti/1203 | |
| dc.subject | info:eu-repo/classification/cti/120302 | |
| dc.subject | info:eu-repo/classification/cti/120302 | |
| dc.title | G-Indicator: an M-ary Quality Indicator for the Evaluation of Non-Dominated Sets | |
| dc.type | info:eu-repo/semantics/report | |
| dc.type | info:eu-repo/semantics/publishedVersion | |
| dc.audience | researchers | |
