A general framework for pricing Asian options under stochastic volatility on parallel architectures

被引:15
|
作者
Corsaro, Stefania [1 ]
Kyriakou, Loannis [2 ]
Marazzina, Daniele [3 ]
Marino, Zelda [1 ]
机构
[1] Univ Napoli Parthenope, Dipartimento Studi Aziendali & Quantitativi, Via Gen Parisi 13, I-80132 Naples, Italy
[2] City Univ London, Cass Business Sch, 106 Bunhill Row, London EC1Y 8TZ, England
[3] Politecn Milan, Dipartimento Matemat, Via Bonardi 9, I-20133 Milan, Italy
关键词
Finance; Parallel computing; Option pricing; Asian option; Stochastic volatility; MARKOV-PROCESSES; LEVY PROCESSES; MODELS; DERIVATIVES; ALGORITHM; BOUNDS; JUMPS; DIFFUSIONS; DISCRETE; IMPLICIT;
D O I
10.1016/j.ejor.2018.07.017
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present a transform-based algorithm for pricing discretely monitored arithmetic Asian options with remarkable accuracy in a general stochastic volatility framework, including affine models and time-changed Levy processes. The accuracy is justified both theoretically and experimentally. In addition, to speed up the valuation process, we employ high-performance computing technologies. More specifically, we develop a parallel option pricing system that can be easily reproduced on parallel computers, also realized as a cluster of personal computers. Numerical results showing the accuracy, speed and efficiency of the procedure are reported in the paper. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:1082 / 1095
页数:14
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