Title | Computing the spanish medium electrical line maintenance costs by means of evolution-based learning processes |
Publication Type | Conference Paper |
Year of Publication | 1998 |
Authors | Cordón, O., Herrera F., and Sánchez Luciano |
Editor | Mira, José, del Pobil Angel Pasqual, and Ali Moonis |
Conference Name | Methodology and Tools in Knowledge-Based Systems |
Pagination | 478–486 |
Publisher | Springer Berlin Heidelberg |
Conference Location | Berlin, Heidelberg |
ISBN Number | 978-3-540-69348-2 |
Abstract | In this paper, we deal with the problem of computing the maintenance costs of electrical medium line in spanish towns. To do so, we present two Data Analysis tools taking as a base Evolutionary Algorithms, the Interval Genetic Algorithm-Programming method to perform symbolic regression and Genetic Fuzzy Rule-Based Systems to design fuzzy models, and use them to solve the said problem. Results obtained are compared with other kind of techniques: classical regression and neural modeling. |