信阳师范学院学报(自然科学版)Issue(3):438-441,4.DOI:10.3969/j.issn.1003-0972.2015.03.032
一种改进的遗传算法在云计算中的应用
Application of an Improved Genetic Algorithm in Cloud Computing
摘要
Abstract
An improved genetic algorithm was proposed to solve the problem of more iterative times and cost more time in traditional genetic algorithm.The algorithm was designed to optimize the task scheduling mainly from two as-pects:the execution time and the cost of the mission.The corresponding fitness function and boundary function were designed by establishing the task scheduling model.The results showed that, in task scheduling using genetic algo-rithm, the average waiting time was shorter and scheduling costs required lower than that of the traditional genetic algo-rithm.关键词
云计算/任务调度/遗传算法Key words
cloud computing/task scheduling/genetic algorithm分类
信息技术与安全科学引用本文复制引用
陈晓燕,姚高伟,张鲲,王海丰..一种改进的遗传算法在云计算中的应用[J].信阳师范学院学报(自然科学版),2015,(3):438-441,4.基金项目
海南省应用技术研发与示范推广专项项目(zdxm2014087);海南省教育科学“十二五”规划课题(QJY125119);三亚市院地科技合作项目(2014YD14,2014YD24,2014YD30,2014YD39);三亚市农业科技创新项目(2014NK26);三亚市重点实验室建设项目(L1410);信阳师范学院青年科研基金 ()