Title :
Financial evaluation of Participating Life Insurance Policies in distributed environments
Author :
Corsaro, Stefania ; De Angelis, Pasquale Luigi ; Marino, Zelda ; Perla, Francesca ; Zanetti, Paolo
Author_Institution :
Univ. of Naples"Parthenope", Naples
Abstract :
In this paper we discuss the development of a parallel software for the numerical simulation of Participating Life Insurance Policies on distributed architectures. The use of stochastic pricing models, together with the request of solutions in a "useful" time, which have to be sufficiently accurate for the financial problem as well, make the financial problem a very computationally intensive one; as a consequence, advanced architectures are mandatory for effective decisional processes. The mathematical models, which describe the considered problems, usually require the evaluation of multidimensional integrals and the solution of Stochastic Differential Equations. The involved integrals are solved by means of Monte Carlo method in conjunction with the Antithetic Variates variance reduction technique, while Differential Equations are approximated via a fully implicit Euler scheme. The parallelization strategy we adopt relies on the parallelization of Monte Carlo algorithm. We implement and test the software on cluster architectures.
Keywords :
Monte Carlo methods; differential equations; distributed processing; insurance data processing; pricing; stochastic processes; Euler scheme; Monte Carlo method; antithetic variates variance reduction technique; distributed environment; financial evaluation; life insurance policies; parallel software; stochastic differential equation; stochastic pricing model; Computer architecture; Differential equations; Insurance; Integral equations; Mathematical model; Monte Carlo methods; Multidimensional systems; Numerical simulation; Pricing; Stochastic processes;
Conference_Titel :
Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-1693-6
Electronic_ISBN :
1530-2075
DOI :
10.1109/IPDPS.2008.4536460