polito.it
Politecnico di Torino (logo)

Quantum computing in Finance: Pricing of European and American options

Alessio Espa

Quantum computing in Finance: Pricing of European and American options.

Rel. Davide Girolami, Ludovic Goudenège. Politecnico di Torino, Corso di laurea magistrale in Physics Of Complex Systems (Fisica Dei Sistemi Complessi), 2023

[img]
Preview
PDF (Tesi_di_laurea) - Tesi
Licenza: Creative Commons Attribution Non-commercial No Derivatives.

Download (566kB) | Preview
[img] Archive (ZIP) (Documenti_allegati) - Altro
Licenza: Creative Commons Attribution Non-commercial No Derivatives.

Download (24kB)
Abstract:

This report looks into the application of quantum computing in the field of finance, specifically in the pricing of European and American options. Quantum computing, with its unique computational advantage, holds the potential to revolutionise financial modeling in terms of speed and efficiency. The report explores the challenges faced in traditional option pricing strategies and how quantum computing could potentially overcome these limitations. The main focus of the work has been investigating European and American options and their pricing mechanisms. In doing so, it highlights the nature of option pricing, especially for the American ones, which often involves expensive mathematical models and computations. Traditional computational methods indeed lead to time-consuming processes and potential inaccuracies. Quantum computing offers a promising alternative by using quantum circuits to process information in a different way. Indeed, by applying quantum algorithms to option pricing models, financial institutions could potentially achieve significant advantages in accuracy and speed, thus resulting in more reliable and efficient pricing of European and American options. Lastly, the report suggests potential future developments and implications of quantum computing in finance, emphasising the considerable impact it may have on the financial world.

Relatori: Davide Girolami, Ludovic Goudenège
Anno accademico: 2022/23
Tipo di pubblicazione: Elettronica
Numero di pagine: 21
Soggetti:
Corso di laurea: Corso di laurea magistrale in Physics Of Complex Systems (Fisica Dei Sistemi Complessi)
Classe di laurea: Nuovo ordinamento > Laurea magistrale > LM-44 - MODELLISTICA MATEMATICO-FISICA PER L'INGEGNERIA
Aziende collaboratrici: Université Paris Saclay
URI: http://webthesis.biblio.polito.it/id/eprint/27765
Modifica (riservato agli operatori) Modifica (riservato agli operatori)