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4 - Geometry of Numbers

from Part I - Structural Aspects

Published online by Cambridge University Press:  14 January 2025

Amitabh Basu
Affiliation:
Johns Hopkins University
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Summary

In the early part of the 20th century, Hermann Minkowski developed a novel geometric approach to several questions in number theory. This approach developed into a field called the geometry of numbers and it had an influence on fields outside number theory as well, particularly functional analysis and the study of Banach spaces, and more recently on cryptography and discrete optimization. This chapter covers those aspects of the geometry of numbers that are most relevant for the second part of the book on optimization. Topics include the basic theory of lattices (including Minkowski’s convex body theorem), packing and covering radii, shortest and closest lattice vector problems (SVPs and CVPs), Dirichlet-Voronoi cells, Khinchine’s flatness theorem, and maximal lattice-free convex sets. Several topics like lattice basis reduction and SVP/CVP algorithms are presented without making a rationality assumption as is common in other expositions. This presents a slightly more general perspective on these topics that contains the rational setting as a special case.

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Publisher: Cambridge University Press
Print publication year: 2025

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  • Geometry of Numbers
  • Amitabh Basu, Johns Hopkins University
  • Book: Convexity and its Applications in Discrete and Continuous Optimization
  • Online publication: 14 January 2025
  • Chapter DOI: https://doi.org/10.1017/9781108946650.006
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  • Geometry of Numbers
  • Amitabh Basu, Johns Hopkins University
  • Book: Convexity and its Applications in Discrete and Continuous Optimization
  • Online publication: 14 January 2025
  • Chapter DOI: https://doi.org/10.1017/9781108946650.006
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Geometry of Numbers
  • Amitabh Basu, Johns Hopkins University
  • Book: Convexity and its Applications in Discrete and Continuous Optimization
  • Online publication: 14 January 2025
  • Chapter DOI: https://doi.org/10.1017/9781108946650.006
Available formats
×