Journal of Computational Finance

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European option pricing under geometric Lévy processes with proportional transaction costs

Haipeng Xing, Yang Yu and Tiong Wee Lim

  • Price European options with transaction costs under a geometric Levy process.
  • Transform the pricing problem into a stochastic optimal control problem.
  • Develop an algorithm in the connection of optimal stopping and stochastic control.
  • Provide numerical examples of option pricing under a jump diffusion process. 
     

In 1993, Davis, Panas and Zariphopoulou provided a detailed discussion on the problem of European option pricing with transaction costs when the price of the underlying follows a diffusion process. We consider a similar problem here and develop a new computational algorithm for the case when the underlying price follows a geometric Lévy process. Using an approach based on maximization of the expected utility of terminal wealth, we transform the option-pricing problem into stochastic optimal control problems, and argue that the value functions of these problems are the solutions of a free-boundary problem (in particular, a partial integrodifferential equation) under different boundary conditions. To solve the singular stochastic control problems associated with utility maximization and compute the value function and no-transaction boundaries, we develop a coupled backward-induction algorithm based on the connection of the free-boundary problem to an optimal stopping problem. Numerical examples of option pricing under a double exponential jump–diffusion model are also provided.

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