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Master's Dissertation
DOI
https://doi.org/10.11606/D.55.2018.tde-05022018-103941
Document
Author
Full name
Lucas Vioto dos Santos Ribeiro
E-mail
Institute/School/College
Knowledge Area
Date of Defense
Published
São Carlos, 2017
Supervisor
Committee
Louzada Neto, Francisco (President)
Fiorucci, José Augusto
Silva, Geraldo Nunes
Silva, Paulo Henrique Ferreira da
Title in Portuguese
Modelos de precificação de Opções Americanas a partir de plataformas paralelas
Keywords in Portuguese
Aproximação analítica
Arvore binomial
Modelo dos mínimos quadrados de Monte Carlo
Opções americanas
Plataformas paralelas
Abstract in Portuguese
O objetivo desta dissertação é fornecer primeiramente o arcabouço necessário para o entendimento do derivativo opções, muito utilizado nos mercados financeiros mundiais, e posteriormente executar precificações de opções americanas a partir dos modelos dos mínimos quadrados de Monte Carlo (LSM), o modelo de árvore binomial com extrapolação de Richardson e a aproximação analítica de Bjerksund e Stensland (B&S), aplicando duas plataformas de processamento paralelo computacional, a TPL (Task Parallel Library) nativa no .NET framework 4.5 e a plataforma CUDA (Compute Unified Device Architecture), demonstrando o comparativo dos resultados obtidos a cada modelo diante de cada plataforma.
Title in English
Pricing models of American Options from parallel platforms
Keywords in English
American options
Analytic approach
Binomial tree
Monte Carlos Least Squares Model
Parallel platforms
Abstract in English
The objective of this dissertation is to provide first the necessary framework for the understanding of the derivative options, widely used in the world financial markets, and later to execute the American option pricing from Monte Carlo least squares models (LSM), the binomial tree model with Richardson extrapolation and the Bjerksund and Stensland analytic approach (BJS) by applying two parallel computational processing platforms, the native TPL (Task Parallel Library) in the .NET framework 4.5 and the CUDA platform (Compute Unified Device Architecture), demonstrating the comparison of the obtained results to each model before each platform.
 
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Publishing Date
2018-02-05
 
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