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
{"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}
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。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
New Direct Sum Tests Complexity and algorithms for Swap median and relation to other consensus problems Journalists, Emotions, and the Introduction of Generative AI Chatbots: A Large-Scale Analysis of Tweets Before and After the Launch of ChatGPT Almost-catalytic Computation Fast Simulation of Cellular Automata by Self-Composition
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1