基于三叉树的平行期权价格估值

A. Gerbessiotis
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引用次数: 11

摘要

我们研究如何基于三叉树的计算,如那些涉及美国或欧洲风格的期权价格估值可以并行执行。为此,我们引入了一种并行算法,用于在三叉树上执行此类计算。该算法在独立于体系结构的环境下进行了描述和分析,达到了最优的理论加速0 (p),因此在相应的顺序方法的乘因子范围内。我们通过在高延迟并行系统(PC工作站集群)上进行算法实现的实验研究,验证了所设计算法的实用性和合理性。用于设计和分析算法的算法和编程方法允许其实现仅在两个并行编程库(MPI (LAM-MPI)和BSPlib)下重新编译源代码即可工作,从而使实现不仅与架构无关,而且与通信库无关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trinomial-tree Based Parallel Option Price Valuations
We examine how trinomial-tree based computations such as those involved in American or European-style option price valuations can be performed in parallel. Towards this we introduce a parallel algorithm for performing such computations on trinomial trees. The algorithm is described and analyzed in an architecture independent setting and achieves optimal theoretical speedup O( p) and is thus within a multiplicative factor of the corresponding sequential method. We verify the practicality and plausibility of the designed algorithm by carrying out an experimental study of an implementation of the algorithm on a high-latency parallel system, a cluster of PC workstations. The algorithmic and programming methodology used to design and analyze the algorithm allows its implementation to work with only recompilation of the source code under two parallel programming libraries: MPI (LAM-MPI) and BSPlib thus making the implementation not only architecture but also communication-library independent.
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