SIAM Journal on Scientific Computing · 2006 · 139 citations · 22 references
Numerical AnalysisEngineeringMonte Carlo MethodsStochastic AnalysisNew KindStochastic Differential EquationsStochastic SimulationNumerical ComputationStochastic ProcessesNumerical Simulation MethodMonte CarloStochastic SystemComputer EngineeringTime‐space Discrete GridsAccurate Numerical MethodStochastic Differential EquationNumerical Method For Partial Differential EquationStochastic ModelingContinuous BsdesMonte Carlo MethodStochastic CalculusNumerical TreatmentNumerical Methods
In this paper, we propose a new kind of numerical simulation method for backward stochastic differential equations (BSDEs). We discretize the continuous BSDEs on time‐space discrete grids, use the Monte Carlo method to approximate mathematical expectations, and use space interpolations to compute values at non‐grid points. To demonstrate the accuracy and the effectiveness of our method, several numerical examples are given.
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Backward Stochastic Differential Equations in Finance
Nicole El Karoui, Shigē Péng, M.C. Quenez · Mathematical Finance · 1997 · 2.3K citations