Paul Besson

Responsable de la recherche quantitative, Euronext

Gaëlle Le Fol

Professor in Finance, Head of the Master 203, Université Paris - Dauphine Autres cours :

Jiang Pu

Chercheur, Institut Europlace de Finance

Marchés électroniques

Les objectifs du cours

This course is a presentation of financial markets, trading mechanisms and their evolution dedicated to advancing the understanding and practice of electronic markets. A particular attention will be dedicated to optimal trading and execution technics but also on the use of algo trading startegies by market participants (who do what).


Les étudiants doivent être inscrits aux cours d'Evaluation de dérivés et calcul stochastique 2 et de Finance numérique et avoir validé Evaluation de dérivés et Calcul stochastique 1 et Investissements et marchés financiers.

Plan du cours

Session 1: Evolution of financial markets & regulation, Identifying and trading on opportunities and market microstructure

Session 2: Trading cost analysis and electronic trading strategies. HFT for : Execution algo, Investing, Market making

Session 3: Execution algo introduction + Around the Almgren-Chriss model

Session 4: Investing and Market making

Session 5: Execution algo - Dynamic programming and trading strategies

Session 6: Execution algo - Limit order book and market making

Session 7: Execution algo - Reinforcement learning and beyond

Pré-requis: Advanced time series, Machine learning, Python or C++ programming


Aldridge I., High-frequency trading, Wiley & sons, 2013.

Chan E., Algorithmic Trading- Winning Strategies and Their Rationale, Wiley, 2013.

Guéant O., The Financial Mathematics of Market Liquidity: From Optimal Execution to Market Making, Chapman and Hall, 2016.

Hasbrouck J., Empirical Market Microstructure, Oxford University Press, 2007

Lehalle C. A. and S. Laruelle, Market Microstructure in Pratice, World Scientific 2013.

Johnson B, Algorithmic Trading & DMA, Myeloma Press, 2010.


Group project (Teams of 2 students). 2 projects will be proposed.

Evaluation: Report + presentation