We analyze the behavior of the Italian electricity market with an agent-based model. In particular, we are interested in testing the assumption that the market participants are fully rational in the economical sense. To this aim, we extend a previous model by considering a wider class of cases. After checking that the new model is a correct generalization of the existing model, we compare three optimization methods to implement the agents rationality and we verify that the model exhibits a very good fit to the real data. This leads us to conclude that our model can be used to predict the behavior of this market.

Bevilacqua, S.d.C.P. (2019). Analysing the Impact of Rationality on the Italian Electricity Market. Springer International Publishing [10.1007/978-3-030-26773-5_21].

Analysing the Impact of Rationality on the Italian Electricity Market

Sartori, Claudio
Membro del Collaboration Group
2019

Abstract

We analyze the behavior of the Italian electricity market with an agent-based model. In particular, we are interested in testing the assumption that the market participants are fully rational in the economical sense. To this aim, we extend a previous model by considering a wider class of cases. After checking that the new model is a correct generalization of the existing model, we compare three optimization methods to implement the agents rationality and we verify that the model exhibits a very good fit to the real data. This leads us to conclude that our model can be used to predict the behavior of this market.
2019
Modeling Decisions for Artificial Intelligence
236
247
Bevilacqua, S.d.C.P. (2019). Analysing the Impact of Rationality on the Italian Electricity Market. Springer International Publishing [10.1007/978-3-030-26773-5_21].
Bevilacqua, Sara and da Costa Pereira, C'elia and Guerci, Eric and Precioso, Fr'ed'eric and Sartori, Claudio
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/728340
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