Some Fundamentals of Mathematics of Blockchain

2023
ISBN: 978-3-031-31322-6
Verlag: Springer Nature Switzerland

Buch, Englisch, 150 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 418 g

This book provides a foundation for the mathematics of blockchain. It is inspired by a general analysis and synthesis of the current knowledge of blockchain technology and starts by laying a foundation for the mathematics of blockchain. The aim is for research in the area of blockchain to lead their study from the construction highlighted in this book.

First, the basis of a blockchain is set: block, transaction contents, block header, Merkle tree, nonce, Proof-of-Work. Connections with elliptic curves and cryptographic signatures are made.

Second, the book ties this with a Graph and Matrix Theories approach and models the peer-to-peer relationship through the Bitcoin Network.
Third, it is proposed further modelling, notably around halving, optimal storing, or diffusion of information, which are consequences of the mathematical foundation. The notion of Entropy of Privacy and the Particles model are introduced.

Finally, the mathematical statements therein are proven and essential reminders can be found before each section, so the content can be accessible from a graduate level.

Zielgruppe

Research

Autoren/Hrsg.

Riposo, Julien

Fachgebiete

• Wirtschaftswissenschaften Wirtschaftswissenschaften Wirtschaftswissenschaften: Allgemeines
• Mathematik | Informatik Mathematik Operations Research Graphentheorie
• Mathematik | Informatik Mathematik Mathematik Allgemein

Inhaltsverzeichnis

I. Blockchain and the Underlying Mathematics.- II. Mathematical Settings of the Blockchain.- III. Digital Signature.- IV. Blockchain Contributors: the Network of Users.- V. Halving and Cycles Theorem.- VI. On Improving the Merkle Trees: the ???-Trees.- VII. Entropy of Peer-to-Peer Network.- VIII. Applications: Selection of Research Studies.- Conclusion.- References.- Index.-

Über Autor(innen)

Julien’s extensive research features in prominent academic publications such as Nature, Wilmott Journal, and Non-Linear Studies. In addition, he was awarded the Louise Arconati Visconti prize from the Chancellerie des Universités de Paris (2011) as well as the Wilmott Award from the Wilmott Institute (2019) when completing his Certificate in Quantitative Finance. He also is author of a philosophical essay and academic books, and has the project of publishing numerous other articles and books in a close future.

He holds a Masters degree in Theoretical Physics from École Normale Supérieure (France), as well as a PhD in Applied Mathematics from Pierre and Marie Curie University (France).

Julien held senior analytical positions at the likes of Fintegral, NetOTC, ICE, ISDA, and Bitstocks, where he was leading the research department as its Chief Research Officer. He now is Researcher and Manager at the London Stock Exchange Group.