基于遗传算法的最优数据实时推送系统设计  

Design of optimal real⁃time data push system based on genetic algorithm

作　　者：谭欣悦 TAN Xinyue(School of Accounting,Eastern Liaoning University,Dandong 118000,China)

机构地区：[1]辽东学院会计学院,辽宁丹东118000

出　　处：《现代电子技术》2023年第19期167-170,共4页Modern Electronics Technique

摘　　要：为确保系统数据推送负载均衡,提高最优数据推送速率,设计了基于遗传算法的最优数据实时推送系统。该系统数据采集传输层利用爬虫技术采集用户提交的数据基本信息,并将采集的数据传输至数据访问层;数据访问层为业务逻辑层提供数据访问API接口,完成应用程序与数据库间的操作;依据数据实时性管理需求,业务逻辑层负责数据推送系统服务器处理业务的主要逻辑,设计数据推送系统的业务流程与有关算法,实现数据推送系统各层间的数据交互。基于遗传算法与B/S架构完成最优数据推送模块的搭建,负责推送控制层不同模块的反馈信息至展现层相应页面的数据浏览点,实现系统最优数据推送的负载均衡。系统测试表明,该系统可完成不同模块间的最优数据推送,系统响应速率较快,有效确保了数据推送系统负载均衡。In order to ensure the system data push load balancing and improve the optimal data push rate,an optimal real⁃time data push system based on genetic algorithm is designed.In the data acquisition and transmission layer of the system,the crawler technology is used to collect the data basic information submitted by users,and the collected data is transmitted to the data access layer.The data access layer provides the data access API(application programming interface)for the business logic layer and complete the operation between the application program and the database.According to the requirements of the real⁃time data management,the business logic layer is responsible for the main logic of the system server processing business,designs the business process and related algorithms of the data push system,and realizes the data interaction among layers of the data push system.On the basis of the genetic algorithm and B/S architecture,the optimal data push module is built,which is responsible for pushing the feedback information of different modules of the control layer to the data browsing point of the corresponding page of the presentation layer,so as to realize the load balancing of the optimal data push of the system.The system test shows that the system can complete the optimal data push among different modules,and the system response rate is fast,which effectively ensures the load balancing of the data push system.

关 键 词：遗传算法 最优数据 数据推送系统 业务逻辑 用户请求 负载均衡 B/S架构 

分 类 号：TN919-34[电子电信—通信与信息系统] TP274.2[电子电信—信息与通信工程]