Lattice edits
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\definition{}
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The \textit{integer lattice} $\mathbb{Z}^n \subset \mathbb{R}^n$ is the set of points with integer coordinates.
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The \textit{integer lattice} $\mathbb{Z}^n$ is the set of points with integer coordinates in $n$ dimensions. \par
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For example, $\mathbb{Z}^3$ is the set of points $(a, b, c)$ where $a$, $b$, and $c$ are integers.
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\problem{}
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Draw $\mathbb{Z}^2$.
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@ -8,12 +9,13 @@ Draw $\mathbb{Z}^2$.
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\definition{}
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We say a set of vectors $\{v_1, v_2, ..., v_k\}$ \textit{generates} $\mathbb{Z}^n$ if every lattice point can be written uniquely as
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We say a set of vectors $\{v_1, v_2, ..., v_k\}$ \textit{generates} $\mathbb{Z}^n$
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if every lattice point can be written as
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$$
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a_1v_1 + a_2v_2 + ... + a_kv_k
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$$
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for integer coefficients $a_i$. \par
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It is fairly easy to show that $k$ must be at least $n$.
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\textbf{Bonus:} show that $k$ must be at least $n$.
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\problem{}
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Which of the following generate $\mathbb{Z}^2$?
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@ -30,8 +32,7 @@ Which of the following generate $\mathbb{Z}^2$?
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\vfill
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\problem{}
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Find a set of two vectors that generates $\mathbb{Z}^2$. \\
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Don't say $\{ (0, 1), (1, 0) \}$, that's too easy.
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Find a set of two vectors other than $\{ (0, 1), (1, 0) \}$ that generates $\mathbb{Z}^2$. \\
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\vfill
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@ -44,7 +45,8 @@ Find a set of vectors that generates $\mathbb{Z}^n$.
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\pagebreak
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\definition{}
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A \textit{fundamental region} of a lattice is the parallelepiped spanned by a generating set. The exact shape of this region depends on the generating set we use.
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Say we have a generating set of a lattice. \par
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The \textit{fundamental region} of this set is the $n$-dimensional parallelogram spanned by its members. \par
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\problem{}
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Draw two fundamental regions of $\mathbb{Z}^2$ using two different generating sets. Verify that their volumes are the same.
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\section{Minkowski's Theorem}
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\theorem{Blichfeldt's Theorem}
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\theorem{Blichfeldt's Theorem}<blich>
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Let $X$ be a finite connected region. If the volume of $X$ is greater than $1$, $X$ must contain two distinct points that differ by an element of $\mathbb{Z}^n$. In other words, there exist distinct $x, y \in X$ so that $x - y \in \mathbb{Z}^n$.
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\vspace{2mm}
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@ -9,14 +9,22 @@ Intuitively, this means that you can translate $X$ to cover two lattice points a
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\problem{}
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Draw a region in $\mathbb{R}^2$ with volume greater than 1 that contains no lattice points. Find two points in that region which differ by an integer vector.
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Draw a connected region in $\mathbb{R}^2$ with volume greater than 1 that contains no lattice points. Find two points in that region which differ by an integer vector.
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\hint{Area is two-dimensional volume.}
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\vfill
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\problem{}
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The following picture gives an idea for the proof of Blichfeldt's theorem in $\mathbb{Z}^2$. Explain the picture and complete the proof.
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Draw a \textit{disconnected} region in $\mathbb{R}^2$ with volume greater than 1 that contains no lattice points, \par
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and show that no two points in that region differ by an integer vector.
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\note{In other words, show that \ref{blich} indeed requires a connected region.}
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\vfill
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\problem{}
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The following picture gives an idea for the proof of Blichfeldt's theorem in $\mathbb{Z}^2$. \par
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Explain the picture and complete the proof.
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\begin{center}
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\includegraphics[angle=90,width=0.5\linewidth]{proof.png}
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@ -48,10 +56,8 @@ Let $X$ be a region $\in \mathbb{R}^2$ of volume $k$. How many integral points m
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A region $X$ is \textit{convex} if the line segment connecting any two points in $X$ lies entirely in $X$.
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\problem{}
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\begin{itemize}
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\item Draw a convex region in the plane.
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\item Draw a region that is not convex.
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\end{itemize}
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Draw a convex region in two dimensions. \par
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Then, draw a two-dimensional region that is \textit{not} convex.
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\vfill
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\pagebreak
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@ -59,23 +65,28 @@ A region $X$ is \textit{convex} if the line segment connecting any two points in
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\definition{}
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We say a region $X$ is \textit{symmetric} if for all points $x \in X$, $-x$ is also in $X$.
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We say a region $X$ is \textit{symmetric with respect to the origin} if for all points $x \in X$, $-x$ is also in $X$. \par
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In the following problems, \say{\textit{symmetric}} means \say{symmetric with respect to the origin.}
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\problem{}
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\begin{itemize}
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\item Draw a symmetric region.
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\item Draw an asymmetric region.
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\end{itemize}
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Draw a symmetric region. \par
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Then, draw an asymmetric region.
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\vfill
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\problem{}
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Show that a convex symmetric set always contains the origin.
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\vfill
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\theorem{Minkowski's Theorem}<mink>
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Every convex set in $\mathbb{R}^n$ that is symmetric with respect to the origin and which has a volume greater than $2^n$ contains an integral point that isn't zero.
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Every convex set in $\mathbb{R}^n$ that is symmetric and has a volume \par
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greater than $2^n$ contains an integral point that isn't zero.
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\problem{}
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Draw a few sets that satisfy \ref{mink} in $\mathbb{R}^2$. \par
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What is the simplest region that has the properties listed above?
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What is a simple class of regions that has the properties listed above?
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\vfill
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