Liquidation in Limit Order Books with Controlled Intensity

Mathematical Finance, Forthcoming, DOI: 10.1111/j.1467-9965.2012.00529.x

23 Pages Posted: 27 Jan 2014  

Erhan Bayraktar

University of Michigan at Ann Arbor - Department of Mathematics

Michael Ludkovski

University of California, Santa Barbara

Multiple version iconThere are 2 versions of this paper

Date Written: January 24, 2014

Abstract

We consider a framework for solving optimal liquidation problems in limit order books. In particular, order arrivals are modeled as a point process whose intensity depends on the liquidation price. We set up a stochastic control problem in which the goal is to maximize the expected revenue from liquidating the entire position held. We solve this optimal liquidation problem for power - law and exponential - decay order book models explicitly and discuss several extensions. We also consider the continuous selling (or fluid) limit when the trading units are ever smaller and the intensity is ever larger. This limit provides an analytical approximation to the value function and the optimal solution. Using techniques from viscosity solutions we show that the discrete state problem and its optimal solution converge to the corresponding quantities in the continuous selling limit uniformly on compacts.

Keywords: Limit order books, controlled intensity, optimal control of point processes, optimal control of queueing networks, fluid limit

Suggested Citation

Bayraktar, Erhan and Ludkovski, Michael, Liquidation in Limit Order Books with Controlled Intensity (January 24, 2014). Mathematical Finance, Forthcoming, DOI: 10.1111/j.1467-9965.2012.00529.x. Available at SSRN: https://ssrn.com/abstract=2385060

Erhan Bayraktar (Contact Author)

University of Michigan at Ann Arbor - Department of Mathematics ( email )

2074 East Hall
530 Church Street
Ann Arbor, MI 48109-1043
United States

Mike Ludkovski

University of California, Santa Barbara ( email )

Santa Barbara, CA 93106
United States

HOME PAGE: http://www.pstat.ucsb.edu/faculty/ludkovski

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