The goal of this book is to explain, at the graduate student level,
connections between tropical geometry and optimization. Building
bridges between these two subject areas is fruitful in two ways.
Through tropical geometry optimization algorithms become applicable
to questions in algebraic geometry. Conversely, looking at topics
in optimization through the tropical geometry lens adds an
additional layer of structure. The author covers contemporary
research topics that are relevant for applications such as
phylogenetics, neural networks, combinatorial auctions, game
theory, and computational complexity. This self-contained book grew
out of several courses given at Technische Universitat Berlin and
elsewhere, and the main prerequisite for the reader is a basic
knowledge in polytope theory. It contains a good number of
exercises, many examples, beautiful figures, as well as explicit
tools for computations using $\texttt{polymake}$.
General
Imprint: |
American Mathematical Society
|
Country of origin: |
United States |
Series: |
Graduate Studies in Mathematics |
Release date: |
November 2021 |
Authors: |
Michael Joswig
|
Dimensions: |
187 x 263 x 28mm (L x W x T) |
Format: |
Paperback
|
Pages: |
398 |
ISBN-13: |
978-1-4704-6741-8 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Geometry >
Algebraic geometry
|
LSN: |
1-4704-6741-0 |
Barcode: |
9781470467418 |
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