Efficient Computing of Correlated Equilibria in Multi-Player Games

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F08%3APU76730" target="_blank" >RIV/00216305:26230/08:PU76730 - isvavai.cz</a>

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Efficient Computing of Correlated Equilibria in Multi-Player Games

Popis výsledku v původním jazyce

This paper deals with modelling and simulation of intelligent agents doing strategic decision making which we describe by terms of mathematical game theory. We have developed a package of computer models representing Central-European electricity marketshaving integrated intelligent behavior of electricity producers, traders and consumers. This work required a very detailed research in algorithmics and optimization of our game theoretic models because of their large time complexity. We adopted Aumann'scorrelated equilibrium as a basic concept of game equilibria. In this paper, we describe a very efficient general computerized algorithm of solving the multi-player game situations through the correlated equilibrium. Core of the presented method is basedon iterative elimination of dominated strategies.

Název v anglickém jazyce

Efficient Computing of Correlated Equilibria in Multi-Player Games

Popis výsledku anglicky

This paper deals with modelling and simulation of intelligent agents doing strategic decision making which we describe by terms of mathematical game theory. We have developed a package of computer models representing Central-European electricity marketshaving integrated intelligent behavior of electricity producers, traders and consumers. This work required a very detailed research in algorithmics and optimization of our game theoretic models because of their large time complexity. We adopted Aumann'scorrelated equilibrium as a basic concept of game equilibria. In this paper, we describe a very efficient general computerized algorithm of solving the multi-player game situations through the correlated equilibrium. Core of the presented method is basedon iterative elimination of dominated strategies.

Druh

D - Stať ve sborníku

CEP obor

JC - Počítačový hardware a software

OECD FORD obor

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Projekt

<a href="/cs/project/GP102%2F06%2FP309" target="_blank" >GP102/06/P309: Výzkum metod modelování a simulace inteligentních systémů</a><br>

Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)

Rok uplatnění

2008

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Proceedings of 12th IASTED Conference on Artificial Intelligence and Soft Computing

ISBN

978-0-88986-755-0

ISSN

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e-ISSN

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Počet stran výsledku

7

Strana od-do

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Název nakladatele

ACTA Press

Místo vydání

Calgery

Místo konání akce

Palma de Mallorca

Datum konání akce

1. 9. 2008

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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