首页 > 最新文献

Information Processing Letters最新文献

英文 中文
A new class of generalized almost perfect nonlinear monomial functions 一类新的广义几乎完全非线性单项函数
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-09-15 DOI: 10.1016/j.ipl.2023.106445
Lijing Zheng , Haibin Kan , Jie Peng , Yanjun Li , Yanbin Zheng

In this short note, we present a new class of GAPN power functions of the type xk2p2i+k1pi+k0 over finite fields Fpn with p odd and gcd(n,i)=1 (up to EA-equivalence).

在这个简短的注释中,我们在有限域Fpn上提出了一类新的xk2p2i+k1pi+k0型GAPN幂函数,其中p为奇数,gcd(n,i)=1(直到EA等价)。
{"title":"A new class of generalized almost perfect nonlinear monomial functions","authors":"Lijing Zheng ,&nbsp;Haibin Kan ,&nbsp;Jie Peng ,&nbsp;Yanjun Li ,&nbsp;Yanbin Zheng","doi":"10.1016/j.ipl.2023.106445","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106445","url":null,"abstract":"<div><p>In this short note, we present a new class of GAPN power functions of the type <span><math><msup><mrow><mi>x</mi></mrow><mrow><msub><mrow><mi>k</mi></mrow><mrow><mn>2</mn></mrow></msub><msup><mrow><mi>p</mi></mrow><mrow><mn>2</mn><mi>i</mi></mrow></msup><mo>+</mo><msub><mrow><mi>k</mi></mrow><mrow><mn>1</mn></mrow></msub><msup><mrow><mi>p</mi></mrow><mrow><mi>i</mi></mrow></msup><mo>+</mo><msub><mrow><mi>k</mi></mrow><mrow><mn>0</mn></mrow></msub></mrow></msup></math></span> over finite fields <span><math><msub><mrow><mi>F</mi></mrow><mrow><msup><mrow><mi>p</mi></mrow><mrow><mi>n</mi></mrow></msup></mrow></msub></math></span> with <em>p</em> odd and <span><math><mrow><mi>gcd</mi></mrow><mo>(</mo><mi>n</mi><mo>,</mo><mi>i</mi><mo>)</mo><mo>=</mo><mn>1</mn></math></span> (up to EA-equivalence).</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106445"},"PeriodicalIF":0.5,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The computational complexity of some explainable clustering problems 一些可解释聚类问题的计算复杂性
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-09-04 DOI: 10.1016/j.ipl.2023.106437
Eduardo Sany Laber

Let XRd be a set of points and k2 be an integer. Dasgupta et al. [1] considered the problem of building a partition of X into k groups, induced by an axis-aligned decision tree with k leaves. The motivation is obtaining partitions that are simple to explain. We study the computational complexity of this problem for k-means, k-medians and the k-center cost-functions. We prove that the optimization problems induced by these cost-functions are hard to approximate.

设X∈Rd是一组点,k≥2是一个整数。Dasgupta等人[1]考虑了由具有k个叶的轴对齐决策树引起的将X划分为k组的问题。动机是获得易于解释的分区。我们研究了k均值、k中值和k中心代价函数的计算复杂性。我们证明了由这些代价函数引起的优化问题是难以近似的。
{"title":"The computational complexity of some explainable clustering problems","authors":"Eduardo Sany Laber","doi":"10.1016/j.ipl.2023.106437","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106437","url":null,"abstract":"<div><p>Let <span><math><mi>X</mi><mo>∈</mo><msup><mrow><mi>R</mi></mrow><mrow><mi>d</mi></mrow></msup></math></span> be a set of points and <span><math><mi>k</mi><mo>≥</mo><mn>2</mn></math></span> be an integer. Dasgupta et al. <span>[1]</span> considered the problem of building a partition of <span><math><mi>X</mi></math></span> into <em>k</em><span> groups, induced by an axis-aligned decision tree with </span><em>k</em><span> leaves. The motivation is obtaining partitions that are simple to explain. We study the computational complexity of this problem for </span><em>k</em>-means, <em>k</em>-medians and the <em>k</em><span>-center cost-functions. We prove that the optimization problems induced by these cost-functions are hard to approximate.</span></p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106437"},"PeriodicalIF":0.5,"publicationDate":"2023-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192162","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On semi-transitive orientability of split graphs 关于分裂图的半传递可定向性
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-09-01 DOI: 10.1016/j.ipl.2023.106435
Sergey Kitaev , Artem Pyatkin

A directed graph is semi-transitive if and only if it is acyclic and for any directed path u1u2ut, t2, either there is no edge from u1 to ut or all edges uiuj exist for 1i<jt. An undirected graph is semi-transitive if it admits a semi-transitive orientation. Recognizing semi-transitive orientability of a graph is an NP-complete problem.

A split graph is a graph in which the vertices can be partitioned into a clique and an independent set. Semi-transitive orientability of split graphs was recently studied in a series of papers in the literature. The main result in this paper is proving that recognition of semi-transitive orientability of split graphs can be done in a polynomial time.

有向图是半传递的当且仅当它是非循环的并且对于任何有向路径u1→u2→⋯→ut,t≥2,要么从u1到ut没有边,要么所有边ui→uj存在于1≤i<;j≤t。如果一个无向图允许一个半传递方向,那么它就是半传递图。识别图的半传递可定向性是一个NP完全问题。分裂图是一种可以将顶点划分为团和独立集的图。分裂图的半传递可定向性最近在一系列文献中进行了研究。本文的主要结果证明了分裂图的半传递可定向性的识别可以在多项式时间内完成。
{"title":"On semi-transitive orientability of split graphs","authors":"Sergey Kitaev ,&nbsp;Artem Pyatkin","doi":"10.1016/j.ipl.2023.106435","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106435","url":null,"abstract":"<div><p>A directed graph is semi-transitive if and only if it is acyclic and for any directed path <span><math><msub><mrow><mi>u</mi></mrow><mrow><mn>1</mn></mrow></msub><mo>→</mo><msub><mrow><mi>u</mi></mrow><mrow><mn>2</mn></mrow></msub><mo>→</mo><mo>⋯</mo><mo>→</mo><msub><mrow><mi>u</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span>, <span><math><mi>t</mi><mo>≥</mo><mn>2</mn></math></span>, either there is no edge from <span><math><msub><mrow><mi>u</mi></mrow><mrow><mn>1</mn></mrow></msub></math></span> to <span><math><msub><mrow><mi>u</mi></mrow><mrow><mi>t</mi></mrow></msub></math></span> or all edges <span><math><msub><mrow><mi>u</mi></mrow><mrow><mi>i</mi></mrow></msub><mo>→</mo><msub><mrow><mi>u</mi></mrow><mrow><mi>j</mi></mrow></msub></math></span> exist for <span><math><mn>1</mn><mo>≤</mo><mi>i</mi><mo>&lt;</mo><mi>j</mi><mo>≤</mo><mi>t</mi></math></span>. An undirected graph is semi-transitive if it admits a semi-transitive orientation. Recognizing semi-transitive orientability of a graph is an NP-complete problem.</p><p>A split graph is a graph in which the vertices can be partitioned into a clique and an independent set. Semi-transitive orientability of split graphs was recently studied in a series of papers in the literature. The main result in this paper is proving that recognition of semi-transitive orientability of split graphs can be done in a polynomial time.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106435"},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the optimality of byte-wise permutations of a piccolo-type block cipher 探索短笛型分组密码按字节排列的最优性
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-09-01 DOI: 10.1016/j.ipl.2023.106436
Shion Utsumi, Motoki Nakahashi, Kosei Sakamoto, Takanori Isobe

Piccolo is a lightweight block cipher based on a 16-bit word 4-line generalized Feistel structure. Piccolo adopts byte-wise round permutation (RP) instead of the typical word-based RP to improve diffusion. In this paper, we explore the optimality of byte-based RP from the viewpoint of security. We evaluate the security of differential, linear, impossible differential, and integral attacks for all byte-wise RPs using mixed integer linear programming (MILP). We show that the RP of Piccolo is optimal in terms of the number of rounds required to guarantee security against such attacks. In addition, we introduce new two classes of RPs that require 7 rounds for security against impossible differential attacks, which is one round less than required by Piccolo. These new classes require 7/9 and 8/8 rounds to guarantee security against differential/linear attacks, respectively, which is more rounds than required by Piccolo.

Piccolo是一种基于16位字4行广义Feistel结构的轻量级分组密码。Piccolo采用逐字节循环排列(RP)来代替典型的基于单词的RP来提高扩散性。本文从安全的角度探讨了基于字节的RP的最优性。我们使用混合整数线性规划(MILP)评估了全字节RP的差分、线性、不可能差分和积分攻击的安全性。我们表明,Piccolo的RP在保证安全免受此类攻击所需的回合数方面是最优的。此外,我们引入了新的两类RP,它们需要7轮才能抵御不可能的差分攻击,这比Piccolo所要求的少了一轮。这些新类别分别需要7/9和8/8发子弹来保证对差分/线性攻击的安全性,这比Piccolo需要的子弹数还要多。
{"title":"Exploring the optimality of byte-wise permutations of a piccolo-type block cipher","authors":"Shion Utsumi,&nbsp;Motoki Nakahashi,&nbsp;Kosei Sakamoto,&nbsp;Takanori Isobe","doi":"10.1016/j.ipl.2023.106436","DOIUrl":"10.1016/j.ipl.2023.106436","url":null,"abstract":"<div><p>Piccolo is a lightweight block cipher based on a 16-bit word 4-line generalized Feistel structure. Piccolo adopts byte-wise round permutation (RP) instead of the typical word-based RP to improve diffusion. In this paper, we explore the optimality of byte-based RP from the viewpoint of security. We evaluate the security of differential, linear, impossible differential, and integral attacks for all byte-wise RPs using mixed integer linear programming (MILP). We show that the RP of Piccolo is optimal in terms of the number of rounds required to guarantee security against such attacks. In addition, we introduce new two classes of RPs that require 7 rounds for security against impossible differential attacks, which is one round less than required by Piccolo. These new classes require 7/9 and 8/8 rounds to guarantee security against differential/linear attacks, respectively, which is more rounds than required by Piccolo.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106436"},"PeriodicalIF":0.5,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46880389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On reversing arcs to improve arc-connectivity 关于反转圆弧以改善圆弧连接性
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-30 DOI: 10.1016/j.ipl.2023.106434
Pierre Hoppenot, Zoltán Szigeti

We show that if the arc-connectivity of a directed graph D is at most k+12 and the reorientation of an arc set F in D results in a k-arc-connected directed graph then we can reorient one arc of F without decreasing the arc-connectivity of D. This improves a corollary of a result of Fukuda, Prodon, Sakuma [2] and one of Ito et al. [3] for k{2,3}.

我们证明了如果有向图D的弧连通性至多为⌊k+12⌋,并且D中弧集F的重新定向导致k-弧连通有向图,那么我们可以在不降低D的弧连接性的情况下重新定向F的一个弧。这改进了Fukuda,Prodon,Sakuma[2]和Ito等人[3]的一个结果的推论。
{"title":"On reversing arcs to improve arc-connectivity","authors":"Pierre Hoppenot,&nbsp;Zoltán Szigeti","doi":"10.1016/j.ipl.2023.106434","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106434","url":null,"abstract":"<div><p><span>We show that if the arc-connectivity of a directed graph </span><em>D</em> is at most <span><math><mo>⌊</mo><mfrac><mrow><mi>k</mi><mo>+</mo><mn>1</mn></mrow><mrow><mn>2</mn></mrow></mfrac><mo>⌋</mo></math></span> and the reorientation of an arc set <em>F</em> in <em>D</em> results in a <em>k</em>-arc-connected directed graph then we can reorient one arc of <em>F</em> without decreasing the arc-connectivity of <em>D</em>. This improves a corollary of a result of Fukuda, Prodon, Sakuma <span>[2]</span> and one of Ito et al. <span>[3]</span> for <span><math><mi>k</mi><mo>∈</mo><mo>{</mo><mn>2</mn><mo>,</mo><mn>3</mn><mo>}</mo></math></span>.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106434"},"PeriodicalIF":0.5,"publicationDate":"2023-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Finding (s,d)-hypernetworks in F-hypergraphs is NP-hard 在F-超图中寻找(s,d)-超网络是NP困难的
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-28 DOI: 10.1016/j.ipl.2023.106433
Reynaldo Gil-Pons , Max Ward , Loïc Miller

We consider the problem of computing an (s,d)-hypernetwork in an acyclic F-hypergraph. This is a fundamental computational problem arising in directed hypergraphs, and is a foundational step in tackling problems of reachability and redundancy. This problem was previously explored in the context of general directed hypergraphs (containing cycles), where it is NP-hard, and acyclic B-hypergraphs, where a linear time algorithm can be achieved. In a surprising contrast, we find that for acyclic F-hypergraphs the problem is NP-hard, which also implies the problem is hard in BF-hypergraphs. This is a striking complexity boundary given that F-hypergraphs and B-hypergraphs would at first seem to be symmetrical to one another. We provide the proof of complexity and explain why there is a fundamental asymmetry between the two classes of directed hypergraphs.

我们考虑在非循环F-超图中计算(s,d)-超网络的问题。这是有向超图中出现的一个基本计算问题,也是解决可达性和冗余问题的基础步骤。这个问题以前是在一般有向超图(包含循环)和非循环B超图的上下文中探讨的,其中它是NP难的,在非循环B超图中可以实现线性时间算法。令人惊讶的是,我们发现对于非循环F-超图,这个问题是NP困难的,这也意味着这个问题在BF超图中是困难的。这是一个引人注目的复杂性边界,因为F-超图和B-超图起初看起来是对称的。我们提供了复杂性的证明,并解释了为什么两类有向超图之间存在基本的不对称性。
{"title":"Finding (s,d)-hypernetworks in F-hypergraphs is NP-hard","authors":"Reynaldo Gil-Pons ,&nbsp;Max Ward ,&nbsp;Loïc Miller","doi":"10.1016/j.ipl.2023.106433","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106433","url":null,"abstract":"<div><p>We consider the problem of computing an <span><math><mo>(</mo><mi>s</mi><mo>,</mo><mi>d</mi><mo>)</mo></math></span>-hypernetwork in an acyclic F-hypergraph. This is a fundamental computational problem arising in directed hypergraphs, and is a foundational step in tackling problems of reachability and redundancy. This problem was previously explored in the context of general directed hypergraphs (containing cycles), where it is NP-hard, and acyclic B-hypergraphs, where a linear time algorithm can be achieved. In a surprising contrast, we find that for acyclic F-hypergraphs the problem is NP-hard, which also implies the problem is hard in BF-hypergraphs. This is a striking complexity boundary given that F-hypergraphs and B-hypergraphs would at first seem to be symmetrical to one another. We provide the proof of complexity and explain why there is a fundamental asymmetry between the two classes of directed hypergraphs.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"184 ","pages":"Article 106433"},"PeriodicalIF":0.5,"publicationDate":"2023-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50192159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Fast primal-dual update against local weight update in linear assignment problem and its application 线性分配问题中针对局部权值更新的快速原对偶更新及其应用
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-05 DOI: 10.1016/j.ipl.2023.106432
Kohei Morita , Shinya Shiroshita , Yutaro Yamaguchi , Yu Yokoi

We consider a dynamic situation in the weighted bipartite matching problem: edge weights in the input graph are repeatedly updated and we are asked to maintain an optimal matching at any moment. A trivial approach is to compute an optimal matching from scratch each time an update occurs. In this paper, we show that if each update occurs locally around a single vertex, then a single execution of Dijkstra's algorithm is sufficient to preserve optimality with the aid of a dual solution. As an application of our result, we provide a faster implementation of the envy-cycle procedure for finding an envy-free allocation of indivisible items. Our algorithm runs in O(mn2) time, while the known bound of the original one is O(mn3), where n and m denote the numbers of agents and items, respectively.

我们考虑加权二部分匹配问题中的一种动态情况:输入图中的边缘权重被重复更新,并且我们被要求在任何时刻保持最优匹配。一种简单的方法是每次更新时从头开始计算最佳匹配。在本文中,我们证明了如果每次更新都发生在单个顶点附近,那么Dijkstra算法的一次执行就足以在对偶解的帮助下保持最优性。作为我们结果的应用,我们提供了嫉妒循环程序的更快实现,以找到不可分割项目的无嫉妒分配。我们的算法在O(mn2)时间内运行,而原始算法的已知边界是O(mn3),其中n和m分别表示代理和项目的数量。
{"title":"Fast primal-dual update against local weight update in linear assignment problem and its application","authors":"Kohei Morita ,&nbsp;Shinya Shiroshita ,&nbsp;Yutaro Yamaguchi ,&nbsp;Yu Yokoi","doi":"10.1016/j.ipl.2023.106432","DOIUrl":"10.1016/j.ipl.2023.106432","url":null,"abstract":"<div><p><span>We consider a dynamic situation in the weighted bipartite matching<span> problem: edge weights in the input graph are repeatedly updated and we are asked to maintain an optimal matching at any moment. A trivial approach is to compute an optimal matching from scratch each time an update occurs. In this paper, we show that if each update occurs locally around a single vertex, then a single execution of Dijkstra's algorithm is sufficient to preserve optimality with the aid of a dual solution. As an application of our result, we provide a faster implementation of the envy-cycle procedure for finding an envy-free allocation of indivisible items. Our algorithm runs in </span></span><span><math><mi>O</mi><mo>(</mo><mi>m</mi><msup><mrow><mi>n</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>)</mo></math></span> time, while the known bound of the original one is <span><math><mi>O</mi><mo>(</mo><mi>m</mi><msup><mrow><mi>n</mi></mrow><mrow><mn>3</mn></mrow></msup><mo>)</mo></math></span>, where <em>n</em> and <em>m</em> denote the numbers of agents and items, respectively.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"183 ","pages":"Article 106432"},"PeriodicalIF":0.5,"publicationDate":"2023-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43169566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Tight FPT Approximation for Socially Fair Clustering 社会公平聚类的紧FPT近似
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-01 DOI: 10.1016/j.ipl.2023.106383
Dishant Goyal, Ragesh Jaiswal
<div><p>In this work, we study the <em>socially fair k-median/k-means problem</em>. We are given a set of points <em>P</em> in a metric space <span><math><mi>X</mi></math></span> with a distance function <span><math><mi>d</mi><mo>(</mo><mo>.</mo><mo>,</mo><mo>.</mo><mo>)</mo></math></span>. There are <em>ℓ</em> groups: <span><math><msub><mrow><mi>P</mi></mrow><mrow><mn>1</mn></mrow></msub><mo>,</mo><mo>…</mo><mo>,</mo><msub><mrow><mi>P</mi></mrow><mrow><mi>ℓ</mi></mrow></msub><mo>⊆</mo><mi>P</mi></math></span>. We are also given a set <em>F</em> of feasible centers in <span><math><mi>X</mi></math></span>. The goal in the socially fair <em>k</em>-median problem is to find a set <span><math><mi>C</mi><mo>⊆</mo><mi>F</mi></math></span> of <em>k</em> centers that minimizes the maximum average cost over all the groups. That is, find <em>C</em> that minimizes the objective function <span><math><mi>Φ</mi><mo>(</mo><mi>C</mi><mo>,</mo><mi>P</mi><mo>)</mo><mo>≡</mo><msub><mrow><mi>max</mi></mrow><mrow><mi>j</mi></mrow></msub><mo>⁡</mo><mo>{</mo><msub><mrow><mo>∑</mo></mrow><mrow><mi>x</mi><mo>∈</mo><msub><mrow><mi>P</mi></mrow><mrow><mi>j</mi></mrow></msub></mrow></msub><mi>d</mi><mo>(</mo><mi>C</mi><mo>,</mo><mi>x</mi><mo>)</mo><mo>/</mo><mo>|</mo><msub><mrow><mi>P</mi></mrow><mrow><mi>j</mi></mrow></msub><mo>|</mo><mo>}</mo></math></span>, where <span><math><mi>d</mi><mo>(</mo><mi>C</mi><mo>,</mo><mi>x</mi><mo>)</mo></math></span> is the distance of <em>x</em> to the closest center in <em>C</em>. The socially fair <em>k</em>-means problem is defined similarly by using squared distances, i.e., <span><math><msup><mrow><mi>d</mi></mrow><mrow><mn>2</mn></mrow></msup><mo>(</mo><mo>.</mo><mo>,</mo><mo>.</mo><mo>)</mo></math></span> instead of <span><math><mi>d</mi><mo>(</mo><mo>.</mo><mo>,</mo><mo>.</mo><mo>)</mo></math></span><span>. The current best approximation guarantee for both of the problems is </span><span><math><mi>O</mi><mrow><mo>(</mo><mfrac><mrow><mi>log</mi><mo>⁡</mo><mi>ℓ</mi></mrow><mrow><mi>log</mi><mo>⁡</mo><mi>log</mi><mo>⁡</mo><mi>ℓ</mi></mrow></mfrac><mo>)</mo></mrow></math></span> due to Makarychev and Vakilian (COLT 2021). In this work, we study the fixed-parameter tractability of the problems with respect to parameter <em>k</em>. We design <span><math><mo>(</mo><mn>3</mn><mo>+</mo><mi>ε</mi><mo>)</mo></math></span> and <span><math><mo>(</mo><mn>9</mn><mo>+</mo><mi>ε</mi><mo>)</mo></math></span><span> approximation algorithms for the socially fair </span><em>k</em>-median and <em>k</em>-means problems, respectively, in FPT (fixed-parameter tractable) time <span><math><mi>f</mi><mo>(</mo><mi>k</mi><mo>,</mo><mi>ε</mi><mo>)</mo><mo>⋅</mo><msup><mrow><mi>n</mi></mrow><mrow><mi>O</mi><mo>(</mo><mn>1</mn><mo>)</mo></mrow></msup></math></span>, where <span><math><mi>f</mi><mo>(</mo><mi>k</mi><mo>,</mo><mi>ε</mi><mo>)</mo><mo>=</mo><msup><mrow><mo>(</mo><mi>k</mi><mo>/</mo><mi>ε</mi><mo>)</mo></mrow><mrow><mi>O</mi><mo>(</mo><mi>k</mi><mo>)</m
在这项工作中,我们研究了社会公平的k-中值/k-均值问题。给出了度量空间X中的一组点P,其距离函数为d(.,.)ℓ 组:P1、…、Pℓ⊆P。我们还给出了X中可行中心的集合F。社会公平k-中值问题的目标是找到k个中心的集合C⊆F,该集合最小化所有组的最大平均成本。也就是说,找到最小化目标函数Φ(C,P)lect maxj的C⁡{∑x∈Pjd(C,x)/|Pj|},其中d(C,x)是x到C中最近中心的距离。社会公平k均值问题通过使用平方距离进行类似的定义,即d2(.,.)而不是d(.,..)。这两个问题的当前最佳逼近保证是O(log⁡ℓ日志⁡日志⁡ℓ) 由于Makarychev和Vakilian(COLT 2021)。在这项工作中,我们研究了关于参数k的问题的固定参数可处理性。我们分别为社会公平的k-中值和k-均值问题设计了(3+ε)和(9+ε。算法是随机的,并且成功的概率至少为(1−1n)。此外,我们证明了如果W[2]≠FPT,那么在FPT时间内不可能有更好的近似保证。
{"title":"Tight FPT Approximation for Socially Fair Clustering","authors":"Dishant Goyal,&nbsp;Ragesh Jaiswal","doi":"10.1016/j.ipl.2023.106383","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106383","url":null,"abstract":"&lt;div&gt;&lt;p&gt;In this work, we study the &lt;em&gt;socially fair k-median/k-means problem&lt;/em&gt;. We are given a set of points &lt;em&gt;P&lt;/em&gt; in a metric space &lt;span&gt;&lt;math&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;/math&gt;&lt;/span&gt; with a distance function &lt;span&gt;&lt;math&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt;. There are &lt;em&gt;ℓ&lt;/em&gt; groups: &lt;span&gt;&lt;math&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;…&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;ℓ&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;⊆&lt;/mo&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;/math&gt;&lt;/span&gt;. We are also given a set &lt;em&gt;F&lt;/em&gt; of feasible centers in &lt;span&gt;&lt;math&gt;&lt;mi&gt;X&lt;/mi&gt;&lt;/math&gt;&lt;/span&gt;. The goal in the socially fair &lt;em&gt;k&lt;/em&gt;-median problem is to find a set &lt;span&gt;&lt;math&gt;&lt;mi&gt;C&lt;/mi&gt;&lt;mo&gt;⊆&lt;/mo&gt;&lt;mi&gt;F&lt;/mi&gt;&lt;/math&gt;&lt;/span&gt; of &lt;em&gt;k&lt;/em&gt; centers that minimizes the maximum average cost over all the groups. That is, find &lt;em&gt;C&lt;/em&gt; that minimizes the objective function &lt;span&gt;&lt;math&gt;&lt;mi&gt;Φ&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;C&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;≡&lt;/mo&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;max&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;j&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;⁡&lt;/mo&gt;&lt;mo&gt;{&lt;/mo&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mo&gt;∑&lt;/mo&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;∈&lt;/mo&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;j&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;C&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;msub&gt;&lt;mrow&gt;&lt;mi&gt;P&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;j&lt;/mi&gt;&lt;/mrow&gt;&lt;/msub&gt;&lt;mo&gt;|&lt;/mo&gt;&lt;mo&gt;}&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt;, where &lt;span&gt;&lt;math&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;C&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;x&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt; is the distance of &lt;em&gt;x&lt;/em&gt; to the closest center in &lt;em&gt;C&lt;/em&gt;. The socially fair &lt;em&gt;k&lt;/em&gt;-means problem is defined similarly by using squared distances, i.e., &lt;span&gt;&lt;math&gt;&lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mn&gt;2&lt;/mn&gt;&lt;/mrow&gt;&lt;/msup&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt; instead of &lt;span&gt;&lt;math&gt;&lt;mi&gt;d&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mo&gt;.&lt;/mo&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt;&lt;span&gt;. The current best approximation guarantee for both of the problems is &lt;/span&gt;&lt;span&gt;&lt;math&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mfrac&gt;&lt;mrow&gt;&lt;mi&gt;log&lt;/mi&gt;&lt;mo&gt;⁡&lt;/mo&gt;&lt;mi&gt;ℓ&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;log&lt;/mi&gt;&lt;mo&gt;⁡&lt;/mo&gt;&lt;mi&gt;log&lt;/mi&gt;&lt;mo&gt;⁡&lt;/mo&gt;&lt;mi&gt;ℓ&lt;/mi&gt;&lt;/mrow&gt;&lt;/mfrac&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/math&gt;&lt;/span&gt; due to Makarychev and Vakilian (COLT 2021). In this work, we study the fixed-parameter tractability of the problems with respect to parameter &lt;em&gt;k&lt;/em&gt;. We design &lt;span&gt;&lt;math&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;3&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mi&gt;ε&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt; and &lt;span&gt;&lt;math&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;9&lt;/mn&gt;&lt;mo&gt;+&lt;/mo&gt;&lt;mi&gt;ε&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/math&gt;&lt;/span&gt;&lt;span&gt; approximation algorithms for the socially fair &lt;/span&gt;&lt;em&gt;k&lt;/em&gt;-median and &lt;em&gt;k&lt;/em&gt;-means problems, respectively, in FPT (fixed-parameter tractable) time &lt;span&gt;&lt;math&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;k&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;ε&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;⋅&lt;/mo&gt;&lt;msup&gt;&lt;mrow&gt;&lt;mi&gt;n&lt;/mi&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mn&gt;1&lt;/mn&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;/msup&gt;&lt;/math&gt;&lt;/span&gt;, where &lt;span&gt;&lt;math&gt;&lt;mi&gt;f&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;k&lt;/mi&gt;&lt;mo&gt;,&lt;/mo&gt;&lt;mi&gt;ε&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;mo&gt;=&lt;/mo&gt;&lt;msup&gt;&lt;mrow&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;k&lt;/mi&gt;&lt;mo&gt;/&lt;/mo&gt;&lt;mi&gt;ε&lt;/mi&gt;&lt;mo&gt;)&lt;/mo&gt;&lt;/mrow&gt;&lt;mrow&gt;&lt;mi&gt;O&lt;/mi&gt;&lt;mo&gt;(&lt;/mo&gt;&lt;mi&gt;k&lt;/mi&gt;&lt;mo&gt;)&lt;/m","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"182 ","pages":"Article 106383"},"PeriodicalIF":0.5,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50191233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A sharper lower bound on Rankin's constant Rankin常数的一个更尖锐的下界
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-01 DOI: 10.1016/j.ipl.2023.106379
Kang Li , Fengjun Xiao , Bingpeng Zhou , Jinming Wen

Rankin's constant is an important lattice constant which has applications in many fields including cryptography and communications. In spite of its importance, few of exact values of Rankin's constant are known. In this paper, we develop a lower bound on Rankin's constant γ2k,k which corresponds to the half volume problem. Compared with the previous best lower bound developed by Wen et al., ours is more than k2 times better. This improved lower bound on Rankin's constant directly leads to a sharper lower bound on Schnorr's constant and helps to better understand the intrinsic limitations of the 2k-block-Rankin reduction.

兰金常数是一个重要的格常数,在密码学和通信等领域有着广泛的应用。尽管兰金常数很重要,但它的确切值却鲜为人知。本文给出了与半体积问题相对应的Rankin常数γ2k,k的下界。与Wen等人提出的最优下界相比,我们的最优下界提高了k2倍以上。Rankin常数的这个改进的下界直接导致Schnorr常数的一个更尖锐的下界,并有助于更好地理解2k块Rankin约简的内在局限性。
{"title":"A sharper lower bound on Rankin's constant","authors":"Kang Li ,&nbsp;Fengjun Xiao ,&nbsp;Bingpeng Zhou ,&nbsp;Jinming Wen","doi":"10.1016/j.ipl.2023.106379","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106379","url":null,"abstract":"<div><p><span>Rankin's constant is an important lattice constant which has applications in many fields including cryptography and communications. In spite of its importance, few of exact values of Rankin's constant are known. In this paper, we develop a lower bound on Rankin's constant </span><span><math><msub><mrow><mi>γ</mi></mrow><mrow><mn>2</mn><mi>k</mi><mo>,</mo><mi>k</mi></mrow></msub></math></span> which corresponds to the <em>half volume problem</em>. Compared with the previous best lower bound developed by Wen et al., ours is more than <span><math><mfrac><mrow><msqrt><mrow><mi>k</mi></mrow></msqrt></mrow><mrow><mn>2</mn></mrow></mfrac></math></span> times better. This improved lower bound on Rankin's constant directly leads to a sharper lower bound on Schnorr's constant and helps to better understand the intrinsic limitations of the 2<em>k</em>-block-Rankin reduction.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"182 ","pages":"Article 106379"},"PeriodicalIF":0.5,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50191237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
On optimization problems in acyclic hypergraphs 关于非循环超图中的优化问题
IF 0.5 4区 计算机科学 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Pub Date : 2023-08-01 DOI: 10.1016/j.ipl.2023.106390
Naoyuki Kamiyama

Binary polynomial optimization (BPO) is the problem of maximizing a polynomial function on the Boolean domain. This problem can be formulated by using a hypergraph, and various properties of the input hypergraph have been investigated from the viewpoint of polynomial-time solvability. In this paper, we especially focus on β-acyclic hypergraphs. For BPO over β-acyclic hypergraphs, Del Pia and Di Gregorio proposed a polynomial-time algorithm. We prove that the algorithm proposed by Del Pia and Di Gregorio can be extended to a more general optimization problem in β-acyclic hypergraphs.

二元多项式优化(BPO)是布尔域上多项式函数的最大化问题。这个问题可以用超图来表示,并且从多项式时间可解性的角度研究了输入超图的各种性质。在本文中,我们特别关注β-非循环超图。对于β-非循环超图上的BPO,Del Pia和Di Gregorio提出了一种多项式时间算法。我们证明了Del Pia和Di Gregorio提出的算法可以推广到β-非循环超图中更一般的优化问题。
{"title":"On optimization problems in acyclic hypergraphs","authors":"Naoyuki Kamiyama","doi":"10.1016/j.ipl.2023.106390","DOIUrl":"https://doi.org/10.1016/j.ipl.2023.106390","url":null,"abstract":"<div><p>Binary polynomial optimization (BPO) is the problem of maximizing a polynomial function on the Boolean domain. This problem can be formulated by using a hypergraph, and various properties of the input hypergraph have been investigated from the viewpoint of polynomial-time solvability. In this paper, we especially focus on <em>β</em>-acyclic hypergraphs. For BPO over <em>β</em><span>-acyclic hypergraphs, Del Pia and Di Gregorio proposed a polynomial-time algorithm. We prove that the algorithm proposed by Del Pia and Di Gregorio can be extended to a more general optimization problem in </span><em>β</em>-acyclic hypergraphs.</p></div>","PeriodicalId":56290,"journal":{"name":"Information Processing Letters","volume":"182 ","pages":"Article 106390"},"PeriodicalIF":0.5,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50190916","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
期刊
Information Processing Letters
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
×
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
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