美式亚式期权定价的动态规划方法

A Dynamic Programming Procedure for Pricing American-Style Asian Options

Management Science · 2002
被引 42
人大 A+FT50UTD24ABS 4*

中文导读

提出一种结合动态规划和有限元分段多项式逼近的方法,用于定价具有提前行权机会的美式亚式期权,并给出收敛性证明和数值实验验证。

Abstract

Pricing European-style Asian options based on the arithmetic average, under the Black and Scholes model, involves estimating an integral (a mathematical expectation) for which no easily computable analytical solution is available. Pricing their American-style counterparts, which provide early exercise opportunities, poses the additional difficulty of solving a dynamic optimization problem to determine the optimal exercise strategy. A procedure for pricing American-style Asian options of the Bermudan flavor, based on dynamic programming combined with finite-element piecewise-polynomial approximation of the value function, is developed here. A convergence proof is provided. Numerical experiments illustrate the consistency and efficiency of the PROCEDURE. Theoretical properties of the value function and of the optimal exercise strategy are also established.

美式亚式期权动态规划有限元逼近最优停时