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Calibrating the model parameters in pricing using the trust region method. (English) Zbl 1331.91196
Summary: In this paper, we aim to calibration pricing models from market prices. We investigate the problem of calibrating the parameters using the trust region method from given price data. We start with the Hull-White model and formulate the problem by obtaining the first kind integral equation, and then consider the parameter recovery problem of the Black-Scholes model. We apply trust region algorithm for numerical retrieval problems. Numerical simulations are given to illustrate the feasibility of our proposed method.
MSC:
91G60 Numerical methods (including Monte Carlo methods)
65C30 Numerical solutions to stochastic differential and integral equations
65J20 Numerical solutions of ill-posed problems in abstract spaces; regularization
91G20 Derivative securities (option pricing, hedging, etc.)
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