基于覆盖的软粗糙集及其应用

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-22 DOI:10.1186/s13362-024-00142-z
Roshdey Mareay
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引用次数: 0

摘要

基于覆盖$\mathcal {S}RC$理论的软粗糙度已成为不确定性理论中一个有用且著名的研究领域。本研究是这一蓬勃发展的研究课题的后续。我们在软集合理论 $\mathcal {S}ST$ 与基于覆盖的粗糙集 $\mathcal {C}RS$ 的融合中引入了一个新的 $\mathcal {S}RC$ 模型。我们通过邻域概念提出了软粗糙覆盖近似空间 $\mathcal {S}CAS$ 的定义。讨论了我们的 $\mathcal {S}RC$ 模型的一些公理系统。我们研究了我们的 $\mathcal {S}RC$ 模型与其他三个 $\mathcal {S}RC$ 模型之间的关系。建立了使用 $\mathcal {S}CAS$ 减少信息系统属性的算法。在理论讨论的基础上,我们提出了我们模型的一些应用,这些应用将有助于通过 $\mathcal {S}RC$ 理论进行决策。
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Soft rough sets based on covering and their applications
Soft rough based on covering $\mathcal {S}RC$ theory has become a useful and well-known area of research in theories of uncertainty. The present work follows up on this flourishing research topic. We introduce a new model of $\mathcal {S}RC$ in a fusion of soft set theory $\mathcal {S}ST$ and rough set depending on covering $\mathcal {C}RS$ . We put forth a definition of soft rough covering approximation space $\mathcal {S}CAS$ via neighborhood concept. Some axiomatic systems of our model of $\mathcal {S}RC$ are discussed. We study the relationship between our model of $\mathcal {S}RC$ and three other $\mathcal {S}RC$ -models. An algorithm for reduction of the attributes of the information systems using $\mathcal {S}CAS$ is established. Based on the theoretical discussion, we set forth some applications of our model which will be helpful in decision making process via $\mathcal {S}RC$ theory.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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