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http://cimat.repositorioinstitucional.mx/jspui/handle/1008/647| G-Indicator: an M-ary Quality Indicator for the Evaluation of Non-Dominated Sets | |
| ARTURO HERNANDEZ AGUIRRE | |
| Acceso Abierto | |
| Atribución-NoComercial | |
| Optimización | |
| 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. | |
| Centro de Investigación en Matemáticas AC | |
| 14-12-2007 | |
| Reporte | |
| Inglés | |
| Investigadores | |
| LENGUAJES ALGORÍTMICOS | |
| Versión publicada | |
| publishedVersion - Versión publicada | |
| Aparece en las colecciones: | Reportes Técnicos - Ciencias de la Computación |
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