generated from sxlxc/pdflatex-note
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52
main.tex
52
main.tex
@@ -8,16 +8,7 @@
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\usepackage{algo}
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\usetheme{moloch} % new metropolis
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% fonts
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\usepackage{fontspec}
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\setsansfont[
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ItalicFont={Fira Sans Italic},
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BoldFont={Fira Sans Medium},
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BoldItalicFont={Fira Sans Medium Italic}
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]{Fira Sans}
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\setmonofont[BoldFont={Fira Mono Medium}]{Fira Mono}
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\AtBeginEnvironment{tabular}{%
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\addfontfeature{Numbers={Monospaced}}
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}
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\usepackage[defaultsans]{lato}
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\usepackage{lete-sans-math}
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\usepackage{soul}
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\usepackage[dvipsnames]{xcolor}
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@@ -34,11 +25,11 @@
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\newcommand{\propositionautorefname}{Proposition}
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\newcommand{\problemautorefname}{Problem}
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\def\etal{\emph{et~al.}}
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\def\Real{\mathbb{R}}
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\def\Integer{\mathbb{Z}}
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\let\R\Real
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\let\Z\Integer
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\def\R{\mathbb{R}}
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\def\Z{\mathbb{Z}}
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\def\F{\mathbb{F}}
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\newcommand{\e}{\varepsilon}
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\newcommand{\p}{\pause\medskip}
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\title{Connectivity Interdiction \& \\ Perturbed Graphic Matroid Cogirth}
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\date{\today}
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@@ -56,7 +47,7 @@ Let $G=(V,E)$ be a graph with edge weights $w:E\to\Z_+$ and edge removal costs $
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Find $F\subset E$ with $w(F)\leq B$ s.t. the min-cut in $G-F$ is minimized.
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\end{problem}
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\pause\medskip
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\p
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\begin{problem}[$B$-free min-cut]
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Given the same input, define weight function for cuts
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\[ w'(\delta(X))=\min_{F\subset \delta(X),c(F)\leq B} w(\delta(X)-F)\]
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@@ -67,8 +58,8 @@ Find the cut with minimum weight $w'$.
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\begin{frame}{Applications}
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\begin{itemize}
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\item drag delivery
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\item nuclear smuggling
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\item drag delivery interdiction
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\item nuclear smuggling interdiction
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\item hospital infection control
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\item ...
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\end{itemize}
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@@ -85,8 +76,8 @@ $O(m^2n^4\log n)$ & $O(m^{2+1/\e}n^4\log n)$ & $\times$ & [Zenklusen ORL'14] \\
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$O(mn^4\log^2 n)$ & $O(m^{1+1/\e}n^4\log^2 n)$ & $\checkmark$ & [Zenklusen ORL'14] \\
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$\tilde O(m+n^4 B)$ & $O(\frac{m^2n^4}{\e}\log(Bnw_{\max}))$ & $\times$ & [Huang \etal{} IPCO'24]\\
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$\tilde O(n^3m\log w_{\max})$ & - & $\checkmark$ & [Drange \etal{} AAAI'26]\\
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$\tilde O(m^2+n^3B)$ & $\tilde O(m^2+mn^3+\frac{n^3}{\e})$ & $\times$ & this work\\
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$\tilde O(m+n^3B)$ & $\tilde O(mn^3+\frac{n^3}{\e})$ & $\checkmark$ & this work\\
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$\tilde O(m^2+n^3B)$ & $\tilde O(m^2+mn^3+n^3/\e)$ & $\times$ & this work\\
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$\tilde O(m+n^3B)$ & $\tilde O(mn^3+n^3/\e)$ & $\checkmark$ & this work\\
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\bottomrule
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\end{tabular}
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\caption{PTASes for connectivity interdiction}
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@@ -100,7 +91,7 @@ Given the same input as connectivity interdiction, find
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\[\argmin_{\text{cut $C$}, F\subset C} \frac{w(C-F)}{B-c(F)+1} \quad s.t. \quad 0\leq c(F)\leq B.\]
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\end{problem}
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\pause\medskip
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\p
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First considered in [Chalermsook \etal{} ICALP'22] as a subproblem in MWU framework when solving minimum $k$-edge connected spanning subgraph (ECSS) problem.
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\end{frame}
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@@ -134,7 +125,7 @@ LD=\max_{\lambda \geq 0} \min_{\text{cut $C$ and }F\subset C} w(C-F)-\lambda(B-c
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We are interested in $L(\lambda)=\min\limits_{\text{cut $C$ and }F\subset C} w(C)-w(F)+\lambda c(F)$.
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\pause \medskip
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\p
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Let $C^*$ be the optimal $B$-free mincut and let $\lambda^*$ be the optimal solution to $LD$.
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\begin{lemma}%
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\[ L(\lambda^*) \leq w_{\lambda^*}(C^*)<2L(\lambda^*)\]
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@@ -153,7 +144,7 @@ $\mathcal B$ is the collection of ``bases'' with the following properties:
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then there exists $b\in B-A$ such that $A-a+b\in \mathcal B$.
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\end{itemize}
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\pause\medskip
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\p
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$X\subset E$ is a cocycle if $X\cap B\neq \emptyset$ holds for all $B\in \mathcal B$.
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The size of minimum cocycle is the cogirth.
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@@ -168,7 +159,7 @@ The size of minimum cocycle is the cogirth.
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\end{itemize}
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\end{frame}
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\begin{frame}{Computing cogirth}
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\begin{frame}{Computing (co)girth}
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\[
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\small
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\begin{array}{ccccccc}
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@@ -177,12 +168,23 @@ P & & P & & P & & \textcolor{BrickRed}{\text{NP-Hard}}
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\end{array}
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\]
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\pause\medskip
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\p
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\begin{conjecture}[{[Geelen \etal{} Ann. Comb. 2015]}]
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For any proper minor closed class $\mathcal M$ of binary matroids, there is a polynomial time algorithm for computing the girth of matroids in $\mathcal M$.
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For any proper minor-closed class $\mathcal M$ of binary matroids, there is a polynomial time algorithm for computing the girth of matroids in $\mathcal M$.
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\end{conjecture}
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\end{frame}
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\begin{frame}{Perturbed graphic matroid}
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\begin{theorem}[{[Geelen \etal{} Ann. Comb. 2015]}]
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For any proper minor-closed class $\mathcal M$ of binary matroids, there exists two constants $k,t\in \Z_+$ such that, for each vertically $k$-connected matroid $M\in \mathcal M$, there exist matrices $A,P\in \F_2^{r\times n}$ such that $A$ is the incidence matrix of a graph, $\mathrm{rank}(P)\leq t$, and either $M$ or $M^*$ is isomorphic to $M(A+P)$.
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\end{theorem}
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\p
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\begin{theorem}[{[Geelen \& Kapadia Combinatorica'18]}]
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There are polynomial-time randomized algorithm for computing the girth and the cogirth of $M(A+P)$.
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\end{theorem}
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\p
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Is there a polynomial-time deterministic algorithm ?
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\end{frame}
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\end{document}
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