When to cross the spread: Curve following with singular control

Arbeitspapier

In this article the problem of curve following in an illiquid market is addressed. Using techniques of singular stochastic control, we extend the results of [NW11] to a twosided limit order market with temporary market impact and resilience, where the bid ask spread is now also controlled. We first show existence and uniqueness of an optimal control. In a second step, a suitable version of the stochastic maximum principle is derived which yields a characterisation of the optimal trading strategy in terms of a nonstandard coupled FBSDE. We show that the optimal control can be characterised via buy, sell and no-trade regions. The new feature is that we now get a nondegenerate no-trade region, which implies that market orders are only used when the spread is small. This allows to describe precisely when it is optimal to cross the bid ask spread, which is a fundamental problem of algorithmic trading. We also show that the controlled system can be described in terms of a reflected BSDE. As an application, we solve the portfolio liquidation problem with passive orders.

Object Details

• Language: Englisch

References and Relationships

• Bibliographic citation: Series: SFB 649 Discussion Paper ; No. 2011-053

Classification and Topics

• Classification: Wirtschaft ; Optimization Techniques; Programming Models; Dynamic Analysis ; Portfolio Choice; Investment Decisions
• Subject: stochastic maximum principle ; convex analysis ; fully coupled forward backward stochastic differential equations ; trading in illiquid markets ; Bid-Ask Spread ; Wertpapierhandel ; Kontrolltheorie ; Marktliquidität ; Analysis ; Stochastischer Prozess ; Theorie

Contributors, Places and Time

• Event: Geistige Schöpfung
• (who): Naujokat, Felix ; Horst, Ulrich
• Event: Veröffentlichung
• (who): Humboldt University of Berlin, Collaborative Research Center 649 - Economic Risk
• (where): Berlin
• (when): 2011

Further information

• Handle: http://hdl.handle.net/10419/56749
• Last update: 10.03.2025, 11:42 AM CET