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Finance For Energy Market Research Centre

The Finance fo Energy Market Research Centre is a joint research project between the Université Paris-Dauphine, the Centre for Research in Economics and Statistics (CREST), the Ecole Polytechnique and the R&D Division of the EDF group.

This research centre is part of  the Chair Dauphine Ecole Polytechnique EDF Credit Agricole CIB  “Finance and Sustainable Development – A Quantitative Approach”. It aims to allow researchers from all academic institutions interested in working with research engineers of  EDF R&D on issues of mathematical economics and quantitative finance long-term energy sector.

 News

New open-source stochastic optimization library

The STochastic OPTimization library (StOpt) aims at providing tools in C++ for solving some stochastic optimization problems encountered in finance or in the industry. A python binding is available for some C++ objects provided permitting to easily solve an optimization problem by regression.

Different methods are available : dynamic programming methods based on Monte Carlo  with regressions (global, local and  sparse regressors), for underlying states following;  some uncontrolled Stochastic Differential Equations  ;  Semi-Lagrangian methods for Hamilton Jacobi Bellman general equations for underlying states following some controlled  Stochastic Differential Equations  and Stochastic Dual Dynamic Programming methods to deal with stochastic stocks management problems in high dimension

Abbaye des Vaux de Cernay – 16-17 juin 2016

L’objectif de ces deux journées était de faire le point sur les travaux conduits au sein de l’IdR FiME, les résultats déjà obtenus et les perspectives de développement de ces travaux. Les travaux était présentés au travers d’ateliers co-animés par les ingénieurs chercheurs d’EDF R&D et les chercheurs académiques, et de quelques exposés magistraux (PL Lions, B Villeneuve, I Ekeland).

 Last publications

07
Feb
2017

The financialization of the term structure of risk premia in commodity markets

Edouard Jaeck In this paper, I examine how financialization affects the term structure of risk premia by using an equilibrium model for commodity futures markets. I define financialization as the entry of cross-asset investors, who are exposed to a commodity risk, into a commodity market. Qualitatively, the model shows that the financialization decreases the...
25
Jan
2017

Unbiased Monte Carlo estimate of stochastic differential equations expectations

Mahamadou Doumbia, Nadia Oudjane,  Xavier Warin  We propose an unbiased Monte Carlo method to compute E(g(XT ))  where g is a Lipschitz function and X an Ito process. This approach extends the method proposed in to the case where X is solution of a multidimensional stochastic differential equation with varying drift and...
12
Oct
2016

Contracting theory with competitive interacting Agents

Romuald Elie  Dylan Possamaï In a framework close to the one developed by Holmstrom and Milgrom , we study the optimal contracting scheme between a Principal and several Agents. Each hired Agent is in charge of one project, and can make efforts towards managing his own project, as wel las impact (positively or negatively)...

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