Some Fundamentals of Mathematics of Blockchain

ISBN-13: 9783031313226 / Angielski

Julien Riposo

Opis

This book provides a foundation inspired by the mathematics of blockchain. It is inspired from a general analysis and synthesis of the current knowledge of blockchain technology and starts by founding 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 curve and cryptographic signatures is made.Second, the book ties this with a Graph and Matrix Theories approach and model 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.

Spis treści

I. Blockchain and the Underlying Mathematics

II. Mathematical Settings of the Blockchain

III. Digital Signature

IV. Blockchain Contributors: the Network of Users

V. Applications: Some Influential Research Studies

Conclusion

References

Index

O autorze

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.

Blurb

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.