THE PENN-LEHMAN AUTOMATED TRADING PROJECT

Prof. Michael Kearns
mailto:mkearns@cis.upenn.edu


STATUS AND HISTORY

The Penn-Lehman Automated Trading (PLAT) Project is currently inactive. Below is a description of the project and links to publications and past events, competitions, etc.

A fairly detailed account of the activities, ideas and events from the project in past years can be found by examining the News and Notes pages:

  • Project Page for 2005-06
  • News and Notes for 2004-05
  • News and Notes for 2003-04
  • News and Notes for 2002-03

    Some project publications:

  • The Penn-Lehman Automated Trading Project. Michael Kearns and Luis Ortiz. IEEE Intelligent Systems, 2003.
    IEEE version [PDF] Extended version [PS] Extended version [Compressed PS] Extended version [PDF]
  • "A Novel Strategy for the 2005 Penn-Lehman Automated Trading Competition", Rahul Savani and Ben Veal.
  • "Two Stock-Trading Agents: Market Making and Technical Analysis", Yi Feng, Ronggang Yu, and Peter Stone.
  • "Three Automated Stock-Trading Agents: A Comparative Study", Alexander Sherstov and Peter Stone.
  • "News Mining Agent for Automated Stock Trading", Gurushyam Hariharan.
  • "Evolutionary Algorithms in Optimization of Technical Rules for Automated Stock Trading, Harish K Subramanian.

    You can find more by Googling "Penn Lehman Automated Trading Project".


    PROJECT SUMMARY AND PARTICIPATION

    The Penn-Lehman Automated Trading (PLAT) Project is a broad investigation of algorithms and strategies for automated trading in financial markets and related environments. The project makes use of the Penn Exchange Simulator (PXS), a simulator for automated trading that uses real-world, real-time stock market data available over modern Electronic Crossing Networks (ECNs).

    The PLAT project has had over 60 participants from both Penn and many external institutions. These participants developed PXS automated trading clients that were entered in several formal automated trading competitions.

    The Penn-Lehman Automated Trading Project receives generous financial and professional support from the Equity Capital Management group of Lehman Brothers in New York City.

    The aims of the projects, relevant background on market microstructure, and details about the PXS architecture, trading clients, competitions, and participants can be found in the following paper, which is the best overall introduction to the PLAT project:

  • The Penn-Lehman Automated Trading Project. Michael Kearns and Luis Ortiz. IEEE Intelligent Systems, 2003.
    IEEE version [PDF] Extended version [PS] Extended version [Compressed PS] Extended version [PDF]

    Below are links to several other publications that are based on research conducted as part of the PLAT project; other writings and links can be found by Googling "Penn Lehman Automated Trading Project" :

  • "A Novel Strategy for the 2005 Penn-Lehman Automated Trading Competition", Rahul Savani and Ben Veal.
  • "Two Stock-Trading Agents: Market Making and Technical Analysis", Yi Feng, Ronggang Yu, and Peter Stone.
  • "Three Automated Stock-Trading Agents: A Comparative Study", Alexander Sherstov and Peter Stone.
  • "News Mining Agent for Automated Stock Trading", Gurushyam Hariharan.
  • "Evolutionary Algorithms in Optimization of Technical Rules for Automated Stock Trading, Harish K Subramanian.

    You may also want to look at the extensive archival web site for PLAT 2002-03, which includes a variety of background materials, papers, web links on finance and trading, and the daily News and Notes page from the 2002-03 academic year.

    Here is the most recent technical documentation for PXS and clients:

  • Building PXS trading clients and running simulations
  • PXS client API

    This page has some useful links regarding financial markets, trading strategies, and related topics. I have also cobbled together some papers on market microstructure along with brief synopses.

    The Penn-Lehman Automated Trading Project receives generous financial and professional support from the Equity Capital Management group of Lehman Brothers in New York City.


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