[论文解读] Graphs without large $K_{2,n}$-minors
本文通过证明图无大$K_{2,n}$-子式当且仅当其由两类图通过有界2-和构造而成:第一类图(外平面图的推广,允许有限的弦交叉)和有界大小图的增强形式,对无大$K_{2,n}$-子式的图进行了刻画。关键结果是:每个最小度数≥6的足够大的3-连通图、每个含高阶顶点的4-连通图,以及每个足够大的5-连通图,必然包含一个$K_{2,n}$-子式($n$较大),从而确立了子式包含的结构阈值。
In the F-Deletion problem, where F is a fixed finite family of graphs, the input is a graph G and an integer k, and the goal is to determine if there exists a set of at most k vertices whose deletion results in a graph that does not contain any graph of F as a minor. The F-Deletion problem encapsulates a large class of natural and interesting graph problems like Vertex Cover, Feedback Vertex Set, Treewidth-η Deletion, Treedepth-η Deletion, Pathwidth-η Deletion, Outerplanar Deletion, Vertex Planarization and many more. We study the F-Deletion problem from the kernelization perspective. In a seminal work, Fomin et al. [FOCS 2012] gave a polynomial kernel for this problem when the family F contains at least one planar graph. The asymptotic growth of the size of the kernel is not uniform with respect to the family F: that is, the size of the kernel is k^{f(F)}, for some function f that depends only on F. Later Giannopoulou et al. [TALG 2017] showed that the non-uniformity in the kernel size bound is unavoidable as Treewidth-η Deletion cannot admit a kernel of size 𝒪(k^{(η+1)/2 - ε}), for any ε > 0, unless NP ⊆ coNP/poly. On the other hand it was also shown that Treedepth-η Deletion admits a uniform kernel of size f(F) ⋅ k⁶ depicting that there are subclasses of F where the asymptotic kernel sizes do not grow as a function of the family F. This work led to the question of determining classes of F where the problem admits uniform polynomial kernels. In this paper, we show that if all the graphs in F are connected and ℱ contains K_{2,p} (a bipartite graph with 2 vertices on one side and p vertices on the other), then the problem admits a uniform kernel of size f(F) ⋅ k^10. The graph K_{2,p} is one natural extension of the graph θ_p, where θ_p is a graph on two vertices and p parallel edges. The case when F contains θ_p has been studied earlier and serves as (the only) other example where the problem admits a uniform polynomial kernel.
研究动机与目标
- 刻画对任意给定$n$,不包含大$K_{2,n}$-子式的图的结构。
- 将已知的$K_{1,n}$-子式自由图的结构刻画推广至更复杂的$K_{2,n}$-子式情形。
- 确立$K_{2,n}$-子式在大图中必然存在的充分连通性条件。
- 通过2-和与有界增强形式,形式化一个分解定理,以描述$K_{2,n}$-子式自由图。
提出的方法
- 引入第一类图为外平面图的推广,其定义基于哈密顿圈上受限制的弦交叉。
- 定义两类增强形式:扇形与狭条,用于在有界大小图上添加,构成第二类构造块。
- 使用2-和运算组合图,保持结构约束的同时构建复杂的$K_{2,n}$-子式自由图。
- 应用归纳法与子式收缩/删除论证,证明第一类图不包含$K_{2,5}$-子式。
- 在2-和中采用递归子式回避论证,证明若各分量图避免$K_{2,m}$与$K_{2,n}$-子式,则其2-和也避免$K_{2,mn}$-子式。
- 利用狭条与扇形中的边分离集合,限制不相交连接的数量,从而对子式大小建立指数上界。
实验结果
研究问题
- RQ1对给定的$n$,不包含大$K_{2,n}$-子式的图具有何种结构特征?
- RQ2$K_{2,n}$-子式自由图的类是否可使用有限组构造块与运算进行分解?
- RQ3何种连通性阈值会强制大图中出现$K_{2,n}$-子式?
- RQ42-和运算如何影响具有有界大小增强形式的图的子式闭包性质?
主要发现
- 每个$K_{2,n}$-子式自由图均可通过有限次2-和操作,由第一类图与有界大小图的增强形式构造而成。
- 第一类图不包含$K_{2,5}$-子式,确立了子式包含的结构障碍。
- 两个$K_{2,m}$-与$K_{2,n}$-子式自由图的2-和是$K_{2,mn}$-子式自由的,从而实现递归子式回避边界的构建。
- 对最多$n$个顶点的图的任意增强形式,均避免$K_{2,f_{6.3}(n)}$-子式,其中$f_{6.3}(n) = 10n \cdot 2^n$,提供指数上界。
- 对任意固定$n$,每个足够大的3-连通图,若其最小度数至少为六,则必含$K_{2,n}$-子式。
- 每个含足够高阶顶点的4-连通图,以及每个足够大的5-连通图,对大$n$必然包含$K_{2,n}$-子式。
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