首页|基于改进免疫遗传算法的建设项目应急预案优化

基于改进免疫遗传算法的建设项目应急预案优化

扫码查看
为了提高建设项目应急预案的针对性,基于改进免疫遗传算法对建设项目应急预案优化进行仿真研究.首先,借鉴生物免疫原理,构建建设项目应急预案优化理论模型;其次,通过设计Taguchi试验优化算法中的重要参数,引入精英保留策略改进免疫遗传算法,并基于该算法构建建设项目应急预案优化模型;最后,以某高速公路为例,运用MATLAB软件进行模拟仿真,测试改进免疫遗传算法的可行性,并设置两组对比实验验证改进免疫遗传算法的优越性.仿真结果表明:相比于传统免疫遗传算法,改进免疫遗传算法下应急预案的亲和度更高,收敛速度也更快.这拓展了项目风险研究,为风险应对决策提供参考依据.
Study on the Optimization of Emergency Response Plan of Construction Project Risk Based on Improved Immune Genetic Algorithm
In order to improve the pertinence of construction project risk emergency plan,the optimization of construction project risk emergency plan was simulated based on improved immune genetic algorithm.Firstly,based on the principle of biolog-ical immunity,the theoretical model of construction project risk emergency plan optimization was constructed.Secondly,by de-signing the important parameters in the Taguchi experimental optimization algorithm,the elite retention strategy was introduced to improve the immune genetic algorithm,and the optimization model of construction project emergency plan was constructed based on the algorithm.Finally,taking a highway as an example,MATLAB software was used for simulation to test the feasibility of the improved immune genetic algorithm,and two sets of comparative experiments were set up to verify the superiority of the improved immune genetic algorithm.The simulation results showed that the affinity of the emergency plan under the improved immune ge-netic algorithm is indeed higher than that of the immune genetic algorithm,and the convergence speed is faster.This expands the project risk research and provides a reference for risk response decision-making.

construction projectrisk managementemergency planimproved immune genetic algorithmelite retention

侯云飞、刘艳娟

展开 >

长沙理工大学 交通运输工程学院,湖南 长沙 410114

公路养护技术国家工程研究中心,湖南 长沙 410114

建设项目 风险管理 应急预案 改进免疫遗传算法 精英保留

湖南省教育厅科学研究重点项目湖南省自然科学基金项目

23A02452020JJ4629

2024

武汉理工大学学报(信息与管理工程版)
武汉理工大学

武汉理工大学学报(信息与管理工程版)

CSTPCD
影响因子:0.37
ISSN:2095-3852
年,卷(期):2024.46(2)
  • 17