基于ILS-PSO算法的移动云计算RPA任务调度  

Mobile cloud computing RPA task scheduling relying on ILS-PSO algorithm

作　　者：李少龙 Li Shaolong(Yunnan Power Grid Co.,Ltd.Information Center,Kunming,Yunnan 650000)

机构地区：[1]云南电网有限责任公司信息中心,云南昆明650000

出　　处：《现代科学仪器》2022年第3期233-236,共4页Modern Scientific Instruments

摘　　要：移动云计算是利用云端的各种网络资源,将传统的资源限制打破的一种新模式,在RPA调度方面有着重要作用,传统的RPA任务调度由于计算环境等问题存在一定的弊端,因此设计一种基于ILS-PSO算法的移动云计算RPA任务调度方法,首先绘制了RPA任务调度架构图,基于ILS-PSO算法设计了RPA任务调度数学模型,最后优化了RPA任务调度目标,实现移动云计算RPA任务调度,进行实验结果表明,设计的RPA任务调度方法有效降低了调度时间,随着迭代次数的增加,能够稳定运行,高效性突出,有一定的应用价值。Mobile cloud computing is a new model that uses various network resources in the cloud to break the traditional resource constraints.It plays an important role in RPA(Robotic Process Automation)scheduling.Traditional RPA task scheduling has certain drawbacks due to problems in the computing environment,so Design a mobile cloud computing RPA task scheduling method based on the ILS-PSO(Iterated Local Search-Particle Swarm Optimization)algorithm.First,draw the RPA task scheduling architecture diagram,design the RPA task scheduling mathematical model based on the ILS-PSO algorithm,and finally optimize the RPA task scheduling goal to realize the mobile cloud Calculate the RPA task scheduling,The experimental results show that the designed RPA task scheduling method effectively reduces the scheduling time.As the number of iterations increases,it can run stably,has outstanding efficiency,and has a certain application value.

关 键 词：ILS-PSO算法 移动云计算 RPA 任务调度 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]