On those Boolean functions that are coset leaders of first order Reed-Muller codes

IF 1.2 4区 计算机科学 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Annals of Mathematics and Artificial Intelligence Pub Date : 2023-04-25 DOI:10.1007/s10472-023-09842-5
Claude Carlet, Serge Feukoua
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Abstract

In this paper, we study the class of those Boolean functions that are coset leaders of first order Reed-Muller codes. We study their properties and try to better understand their structure (which seems complex), by studying operations on Boolean functions that can provide coset leaders (we show that these operations all provide coset leaders when the operands are coset leaders, and that some can even produce coset leaders without the operands being coset leaders). We characterize those coset leaders that belong to the well known classes of direct sums of monomial Boolean functions and Maiorana-McFarland functions. Since all the functions of Hamming weight at most \(2^{n-2}\) are automatically coset leaders, we are interested in constructing infinite classes of coset leaders having possibly Hamming weight larger than \(2^{n-2}\).

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一阶Reed-Muller码的辅集导布尔函数
在本文中,我们研究了一类布尔函数,它们是一阶里德-穆勒(Reed-Muller)码的余弦首部。我们研究了它们的性质,并试图通过研究能提供余集首部的布尔函数运算,更好地理解它们的结构(这似乎很复杂)(我们证明,当操作数是余集首部时,这些运算都能提供余集首部,有些运算甚至能在操作数不是余集首部的情况下产生余集首部)。我们描述了那些属于单项式布尔函数的直接和以及马约拉纳-麦克法兰函数这些众所周知的类的余集首部。由于所有汉明权重至多为 \(2^{n-2}\) 的函数都是自动的余集领导者,所以我们有兴趣构造汉明权重可能大于 \(2^{n-2}\) 的余集领导者的无限类。
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来源期刊
Annals of Mathematics and Artificial Intelligence
Annals of Mathematics and Artificial Intelligence 工程技术-计算机:人工智能
CiteScore
3.00
自引率
8.30%
发文量
37
审稿时长
>12 weeks
期刊介绍: Annals of Mathematics and Artificial Intelligence presents a range of topics of concern to scholars applying quantitative, combinatorial, logical, algebraic and algorithmic methods to diverse areas of Artificial Intelligence, from decision support, automated deduction, and reasoning, to knowledge-based systems, machine learning, computer vision, robotics and planning. The journal features collections of papers appearing either in volumes (400 pages) or in separate issues (100-300 pages), which focus on one topic and have one or more guest editors. Annals of Mathematics and Artificial Intelligence hopes to influence the spawning of new areas of applied mathematics and strengthen the scientific underpinnings of Artificial Intelligence.
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