Computing the spanish medium electrical line maintenance costs by means of evolution-based learning processes

TitleComputing the spanish medium electrical line maintenance costs by means of evolution-based learning processes
Publication TypeConference Paper
Year of Publication1998
AuthorsCordón, O., Herrera F., and Sánchez Luciano
EditorMira, José, del Pobil Angel Pasqual, and Ali Moonis
Conference NameMethodology and Tools in Knowledge-Based Systems
Pagination478–486
PublisherSpringer Berlin Heidelberg
Conference LocationBerlin, Heidelberg
ISBN Number978-3-540-69348-2
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.