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  3. Mathematics for Future Computing and Communications
  • Cited by 1
Publisher:
Cambridge University Press
Online publication date:
December 2021
Print publication year:
2021
Online ISBN:
9781009070218
DOI:
https://doi.org/10.1017/9781009070218
Subjects:
Algorithmics, Complexity, Computer Algebra, Computational Geometry, Communications and Signal Processing, Engineering, Computer Science
Information

Book description

For 80 years, mathematics has driven fundamental innovation in computing and communications. This timely book provides a panorama of some recent ideas in mathematics and how they will drive continued innovation in computing, communications and AI in the coming years. It provides a unique insight into how the new techniques that are being developed can be used to provide theoretical foundations for technological progress, just as mathematics was used in earlier times by Turing, von Neumann, Shannon and others. Edited by leading researchers in the field, chapters cover the application of new mathematics in computer architecture, software verification, quantum computing, compressed sensing, networking, Bayesian inference, machine learning, reinforcement learning and many other areas.

Reviews

' In a field in which depth is often privileged, the broad spectrum of topics offered in this book makes it a welcome addition for nonspecialist readers with some background who are eager to approach the use of mathematics in computing and communications … Recommended.'

L. Benedicenti Source: Choice

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