生态约束下的系统发育多样性最大化:参数化复杂性研究

Christian Komusiewicz, Jannik Schestag
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引用次数: 0

摘要

在难度为 NP 的 "带依赖性的系统发育树优化(PDD)"问题中,输入包括一棵包含一组分类群 $X$ 的系统发育树 $T$、一个描述了 $X$ 中猎物与捕食者关系的食物网,以及整数 $k$ 和 $D$。任务是找到一个由 $k$ 物种组成的$S$集合,该集合在食物网中是可行的,这样只保留$S$顶点得到的$T$子树的边重至少为$D$。这里,"有生命力 "指的是,对于 $S$ 的每一个捕食类群,集合 $S$ 至少包含一个猎食类群。我们首次从参数化复杂性的角度对 PDD 及其特例 s-PDD 进行了系统分析。对于与解大小相关的参数,我们证明 PDD 在 $D$ 和 $k$ 加上系统发生树的高度方面都是 FPT。此外,我们还考虑了食物网的结构参数化。例如,我们展示了一种参数的 FPT 算法,该算法可以测量每个连接部分都是完整图的图的顶点删除距离。最后,我们证明了 s-PDD 可以用 FPT 算法计算食物网的树宽。这推翻了 Faller 等人的猜想[Annals of Combinatorics, 2011],他们猜想即使食物网是一棵树,s-PDD 也是 NP-hard。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Maximizing Phylogenetic Diversity under Ecological Constraints: A Parameterized Complexity Study
In the NP-hard Optimizing PD with Dependencies (PDD) problem, the input consists of a phylogenetic tree $T$ over a set of taxa $X$, a food-web that describes the prey-predator relationships in $X$, and integers $k$ and $D$. The task is to find a set $S$ of $k$ species that is viable in the food-web such that the subtree of $T$ obtained by retaining only the vertices of $S$ has total edge weight at least $D$. Herein, viable means that for every predator taxon of $S$, the set $S$ contains at least one prey taxon. We provide the first systematic analysis of PDD and its special case s-PDD from a parameterized complexity perspective. For solution-size related parameters, we show that PDD is FPT with respect to $D$ and with respect to $k$ plus the height of the phylogenetic tree. Moreover, we consider structural parameterizations of the food-web. For example, we show an FPT-algorithm for the parameter that measures the vertex deletion distance to graphs where every connected component is a complete graph. Finally, we show that s-PDD admits an FPT-algorithm for the treewidth of the food-web. This disproves a conjecture of Faller et al. [Annals of Combinatorics, 2011] who conjectured that s-PDD is NP-hard even when the food-web is a tree.
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