{"title":"生态约束下的系统发育多样性最大化:参数化复杂性研究","authors":"Christian Komusiewicz, Jannik Schestag","doi":"arxiv-2405.17314","DOIUrl":null,"url":null,"abstract":"In the NP-hard Optimizing PD with Dependencies (PDD) problem, the input\nconsists of a phylogenetic tree $T$ over a set of taxa $X$, a food-web that\ndescribes the prey-predator relationships in $X$, and integers $k$ and $D$. The\ntask is to find a set $S$ of $k$ species that is viable in the food-web such\nthat the subtree of $T$ obtained by retaining only the vertices of $S$ has\ntotal edge weight at least $D$. Herein, viable means that for every predator\ntaxon of $S$, the set $S$ contains at least one prey taxon. We provide the\nfirst systematic analysis of PDD and its special case s-PDD from a\nparameterized complexity perspective. For solution-size related parameters, we\nshow that PDD is FPT with respect to $D$ and with respect to $k$ plus the\nheight of the phylogenetic tree. Moreover, we consider structural\nparameterizations of the food-web. For example, we show an FPT-algorithm for\nthe parameter that measures the vertex deletion distance to graphs where every\nconnected component is a complete graph. Finally, we show that s-PDD admits an\nFPT-algorithm for the treewidth of the food-web. This disproves a conjecture of\nFaller et al. [Annals of Combinatorics, 2011] who conjectured that s-PDD is\nNP-hard even when the food-web is a tree.","PeriodicalId":501024,"journal":{"name":"arXiv - CS - Computational Complexity","volume":"81 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Maximizing Phylogenetic Diversity under Ecological Constraints: A Parameterized Complexity Study\",\"authors\":\"Christian Komusiewicz, Jannik Schestag\",\"doi\":\"arxiv-2405.17314\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the NP-hard Optimizing PD with Dependencies (PDD) problem, the input\\nconsists of a phylogenetic tree $T$ over a set of taxa $X$, a food-web that\\ndescribes the prey-predator relationships in $X$, and integers $k$ and $D$. The\\ntask is to find a set $S$ of $k$ species that is viable in the food-web such\\nthat the subtree of $T$ obtained by retaining only the vertices of $S$ has\\ntotal edge weight at least $D$. Herein, viable means that for every predator\\ntaxon of $S$, the set $S$ contains at least one prey taxon. We provide the\\nfirst systematic analysis of PDD and its special case s-PDD from a\\nparameterized complexity perspective. For solution-size related parameters, we\\nshow that PDD is FPT with respect to $D$ and with respect to $k$ plus the\\nheight of the phylogenetic tree. Moreover, we consider structural\\nparameterizations of the food-web. For example, we show an FPT-algorithm for\\nthe parameter that measures the vertex deletion distance to graphs where every\\nconnected component is a complete graph. Finally, we show that s-PDD admits an\\nFPT-algorithm for the treewidth of the food-web. This disproves a conjecture of\\nFaller et al. [Annals of Combinatorics, 2011] who conjectured that s-PDD is\\nNP-hard even when the food-web is a tree.\",\"PeriodicalId\":501024,\"journal\":{\"name\":\"arXiv - CS - Computational Complexity\",\"volume\":\"81 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - CS - Computational Complexity\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2405.17314\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computational Complexity","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2405.17314","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.