Nash Equilibria in Power Markets and Product Design - Kannan, Aswin
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The book considers in detail two primary applications of game theory. The former refers to a networked power market setting with the competition characterized by the quantities. The latter deals with a classic Bertrand marketing problem in product design. The electricity market setting is modelled from multiple standpoints, all accounting for uncertainty. Different settings where the central operator is profit maximizing and revenue neutral are studied. One of the influential contributions of this work is the modelling and addressing of generators' shortfall risk. Variational tools are used…mehr

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Produktbeschreibung
The book considers in detail two primary applications of game theory. The former refers to a networked power market setting with the competition characterized by the quantities. The latter deals with a classic Bertrand marketing problem in product design. The electricity market setting is modelled from multiple standpoints, all accounting for uncertainty. Different settings where the central operator is profit maximizing and revenue neutral are studied. One of the influential contributions of this work is the modelling and addressing of generators' shortfall risk. Variational tools are used for analysis and computation of equilibria. Rigorous mathematical analysis leads to strong existence statements on the games' solutions. Convergent decomposition based first order algorithms are proposed. The algorithms are seen to scale very well on practical large networked settings like the Belgian grid. They also prove to be good alternatives to second order schemes. The Bertrand competition is however seen to be less tractable analytically. Existence statements are made under some mild assumptions. The equivalent complementarity problems are solved and useful insights are studied.
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Autorenporträt
Aswin Kannan is currently a doctoral student at Penn State. Prior to this, he worked at Argonne National Labs from June 2010 - July 2012. His research interests are in mathematical programming and optimization. He also holds a Masters degree from Univ of Illinois at Urbana Champaign and a Bachelors degree from College of Engineering Guindy, India.