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膜系统在大数据时代的应用分析

向阳 魏冬梅 钟俊 李春利 李晋宇

福建电脑2024,Vol.40Issue(5):58-64,7.
福建电脑2024,Vol.40Issue(5):58-64,7.DOI:10.16707/j.cnki.fjpc.2024.05.011

膜系统在大数据时代的应用分析

Application Analysis of Membrane Systems in the Era of Big Data

向阳 1魏冬梅 1钟俊 1李春利 1李晋宇1

作者信息

  • 1. 西华大学计算机与软件工程学院 成都 610039
  • 折叠

摘要

Abstract

In order to deeply understand the application and principles of membrane computing in the era of big data,this paper sorts out the development process of membrane computing,elaborates on its core concepts in detail,and explores the implementation techniques of membrane computing in big data analysis.Moreover,it provides a detailed analysis of the unique advantages and practical applications of both the single Tree-P system and the Tree-P organization system within the Tree-P organizational system in big data processing.Looking ahead,membrane computing holds tremendous potential for development in the era of big data,but it also faces certain challenges and issues.Research findings indicate that membrane computing,especially the Tree-P system,as an emerging computational model,demonstrates efficiency and flexibility in big data processing,suggesting a broad application prospect.Future research efforts can focus on optimizing membrane computing models,improving algorithms,and integrating with existing technologies,potentially providing more efficient and reliable solutions for big data analysis.

关键词

自然计算/膜计算/大数据/Tree-P系统

Key words

Natural Computing/Membrane Calculations/Big Data/Tree-P System

分类

信息技术与安全科学

引用本文复制引用

向阳,魏冬梅,钟俊,李春利,李晋宇..膜系统在大数据时代的应用分析[J].福建电脑,2024,40(5):58-64,7.

基金项目

本文得到教育部协同育人项目《"双一流"视角下混合式人工智能实践基地建设》(No.2220606627135356)、四川省教育厅人文社会科学重点研究基地课题《面向"双碳"战略目标的多源数据驱动绿色治理与体育产业可持续发展的路径研究》(No.XXTYCY2023B04)、西华大学教改项目《基于知识图谱的智能科学认知体系构建与课程建设》(No.xjjg2023061)资助. (No.2220606627135356)

福建电脑

1673-2782

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