Optimal Execution and Block Trade Pricing: A General Framework

Abstract In this article, we develop a general framework to study optimal execution and to price block trades. We prove existence of optimal liquidation strategies and provide regularity results for optimal strategies under very general hypotheses. We exhibit a Hamiltonian characterization for the optimal strategy that can be used for numerical approximation. We also focus on the important topic of block trade pricing and propose a methodology to give a price to financial (il)liquidity. In particular, we provide a closed-form formula for the price of a block trade when there is no time constraint to liquidate.

[1]  Bruno Bouchard,et al.  Optimal Control of Trading Algorithms: A General Impulse Control Approach , 2011, SIAM J. Financial Math..

[2]  Julian Lorenz,et al.  Mean–Variance Optimal Adaptive Execution , 2011 .

[3]  Olivier Guéant,et al.  GENERAL INTENSITY SHAPES IN OPTIMAL LIQUIDATION , 2012, 1204.0148.

[4]  P. A. Forsyth,et al.  Comparison Between the Mean-Variance Optimal and the Mean-Quadratic-Variation Optimal Trading Strategies , 2013 .

[5]  R. Rockafellar,et al.  Conjugate convex functions in optimal control and the calculus of variations , 1970 .

[6]  William N. Goetzmann,et al.  Active Portfolio Management , 1999 .

[7]  Erhan Bayraktar,et al.  LIQUIDATION IN LIMIT ORDER BOOKS WITH CONTROLLED INTENSITY , 2011, ArXiv.

[8]  Robert Almgren,et al.  Optimal execution with nonlinear impact functions and trading-enhanced risk , 2003 .

[9]  S. Jaimungal,et al.  Optimal Execution with a Price Limiter , 2013 .

[10]  D. Bertsimas,et al.  Optimal control of execution costs , 1998 .

[11]  Olivier Gu 'eant Permanent market impact can be nonlinear , 2014 .

[12]  Peter A. Forsyth,et al.  A Hamilton-Jacobi-Bellman approach to optimal trade execution , 2011 .

[13]  Jim Gatheral No-dynamic-arbitrage and market impact , 2009 .

[14]  Alexander Schied,et al.  Optimal Basket Liquidation for CARA Investors is Deterministic , 2010 .

[15]  Alexander Fadeev,et al.  Optimal execution for portfolio transactions , 2006 .

[16]  Olivier Guéant,et al.  Optimal Portfolio Liquidation with Limit Orders , 2011, SIAM J. Financial Math..

[17]  Jim Gatheral,et al.  Optimal Trade Execution under Geometric Brownian Motion in the Almgren and Chriss Framework , 2011 .

[18]  Julian Lorenz,et al.  Adaptive Arrival Price; ; Trading; Algorithmic Trading III. Precision control, execution , 2007 .

[19]  Julian Lorenz,et al.  Adaptive Arrival Price , 2007 .

[20]  Alexander Schied,et al.  Risk aversion and the dynamics of optimal liquidation strategies in illiquid markets , 2009, Finance Stochastics.

[21]  P. Cannarsa,et al.  Semiconcave Functions, Hamilton-Jacobi Equations, and Optimal Control , 2004 .

[22]  Robert Almgren,et al.  Optimal Trading with Stochastic Liquidity and Volatility , 2012, SIAM J. Financial Math..

[23]  Peter Kratz,et al.  PORTFOLIO LIQUIDATION IN DARK POOLS IN CONTINUOUS TIME , 2012, 1201.6130.

[24]  Peter A. Forsyth,et al.  Optimal trade execution: A mean quadratic variation approach , 2012 .

[25]  Peter Kratz,et al.  Optimal liquidation in dark pools , 2013 .