Analysing the Impact of Rationality on the Italian Electricity Market

被引：1

作者：

Bevilacqua, Sara ^{[1
]}

Pereira, Celia Da Costa ^{[2
]}

Guerci, Eric ^{[3
]}

Precioso, Fredrieric ^{[2
]}

Sartori, Claudio ^{[1
]}

机构：

[1] Univ Bologna, Bologna, Italy

[2] Univ Cote dAzur, CNRS, I3S Lab, Sophia Antipolis, France

[3] Univ Cote dAzur, CNRS GREDEG, Sophia Antipolis, France

来源：

MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE (MDAI 2019) | 2019年 / 11676卷

关键词：

D O I：

10.1007/978-3-030-26773-5_21

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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.

引用

页码：236 / 247

页数：12

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