Dynamic hedging of basket options under proportional transaction costs using receding horizon control
- 6 August 2009
- journal article
- research article
- Published by Taylor & Francis Ltd in International Journal of Control
- Vol. 82 (10), 1841-1855
- https://doi.org/10.1080/00207170902783341
Abstract
In this article, we develop a semi-definite programming-based receding horizon control approach to the problem of dynamic hedging of European basket call options under proportional transaction costs. The hedging problem for a European call option is formulated as a finite horizon constrained stochastic control problem. This allows us to develop a receding horizon control approach that repeatedly solves semi-definite programmes on-line in order to dynamically hedge. This approach is competitive with Black–Scholes delta hedging in the one-dimensional case with no transaction costs, but it also applies to multi-dimensional options such as basket options, and can include transaction costs. We illustrate its effectiveness through a numerical example involving an option on a basket of five stocks.Keywords
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