Linear Space Data Structures for Finite Groups with Constant Query-Time

IF 0.9 4区 计算机科学 Q4 COMPUTER SCIENCE, SOFTWARE ENGINEERING Algorithmica Pub Date : 2024-03-11 DOI:10.1007/s00453-024-01212-9
Bireswar Das, Anant Kumar, Shivdutt Sharma, Dhara Thakkar
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Abstract

A finite group of order n can be represented by its Cayley table. In the word-RAM model the Cayley table of a group of order n can be stored using \(O(n^2)\) words and can be used to answer a multiplication query in constant time. It is interesting to ask if we can design a data structure to store a group of order n that uses \(o(n^2)\) space but can still answer a multiplication query in constant time. Das et al. (J Comput Syst Sci 114:137–146, 2020) showed that for any finite group G of order n and for any \(\delta \in [1/\log {n}, 1]\), a data structure can be constructed for G that uses \(O(n^{1+\delta }/\delta )\) space and answers a multiplication query in time \(O(1/\delta )\). Farzan and Munro (ISSAC, 2006) gave an information theoretic lower bound of \(\Omega (n)\) on the number of words to store a group of order n. We design a constant query-time data structure that can store any finite group using O(n) words where n is the order of the group. Since our data structure achieves the information theoretic lower bound and answers queries in constant time, it is optimal in both space usage and query-time. A crucial step in the process is essentially to design linear space and constant query-time data structures for nonabelian simple groups. The data structures for nonabelian simple groups are designed using a lemma that we prove using the Classification Theorem for Finite Simple Groups.

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查询时间不变的有限群线性空间数据结构
摘要 阶数为 n 的有限群可以用它的 Cayley 表来表示。在字 RAM 模型中,一个 n 阶群的 Cayley 表可以用 \(O(n^2)\) 字来存储,并且可以用来在恒定时间内回答乘法查询。有趣的是,我们是否可以设计一种数据结构来存储阶数为 n 的组,这种结构使用 \(o(n^2)\ 空间,但仍然可以在恒定时间内回答乘法查询。Das 等人(J Comput Syst Sci 114:137-146, 2020)的研究表明,对于任何阶数为 n 的有限群组 G 以及任何 \(\delta \in [1/\log {n}, 1]\),都可以为 G 构建一个数据结构,它使用 \(O(n^{1+\delta }/\delta )\) 空间,并且可以在 \(O(1/\delta )\) 时间内回答乘法查询。Farzan 和 Munro (ISSAC, 2006)给出了存储阶数为 n 的组的字数的信息论下限(\(\Omega (n)\) )。我们设计了一种恒定查询时间的数据结构,可以用 O(n) 个字存储任何有限组,其中 n 是组的阶数。由于我们的数据结构实现了信息论下限,并能在恒定时间内回答查询,因此在空间使用和查询时间上都是最优的。这一过程的关键步骤是为非标简单群设计线性空间和恒定查询时间的数据结构。非阿贝尔简单群的数据结构是利用我们用有限简单群分类定理证明的一个 Lemma 来设计的。
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来源期刊
Algorithmica
Algorithmica 工程技术-计算机:软件工程
CiteScore
2.80
自引率
9.10%
发文量
158
审稿时长
12 months
期刊介绍: Algorithmica is an international journal which publishes theoretical papers on algorithms that address problems arising in practical areas, and experimental papers of general appeal for practical importance or techniques. The development of algorithms is an integral part of computer science. The increasing complexity and scope of computer applications makes the design of efficient algorithms essential. Algorithmica covers algorithms in applied areas such as: VLSI, distributed computing, parallel processing, automated design, robotics, graphics, data base design, software tools, as well as algorithms in fundamental areas such as sorting, searching, data structures, computational geometry, and linear programming. In addition, the journal features two special sections: Application Experience, presenting findings obtained from applications of theoretical results to practical situations, and Problems, offering short papers presenting problems on selected topics of computer science.
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