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Supply Estimation Using Coevolutionary Genetic Algorithms in the Spanish Electrical Market
Authors:Enrique A de la Cal Marín  Luciano Sánchez Ramos
Abstract:The price of electrical energy in Spain has not been regulated by the government since 1998, but determined by the supply from the generators in a competitive market, the so-called ldquoelectrical poolrdquo. A genetic method for analyzing data from this new market is presented in this paper. The eventual objective is to determine the individual supply curves of the competitive agents. Adopting the point of view of the game theory, different genetic algorithm configurations using coevolutionary and non-coevolutionary strategies combined with scalar and multi-objective fitness are compared. The results obtained are the first step toward solving the induction of the optimal individual strategies into the Spanish electrical market from data in terms of perfect oligopolistic behavior.
Keywords:intelligent data analysis  coevolutionary genetic algorithms  evolutionary economic models
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