沈阳建筑大学学报(社会科学版)2024,Vol.26Issue(6) :588-594.DOI:10.11717/j.issn.1673-1387.2024.06.07

基于遗传-爬山算法的绿色施工项目多目标优化

Research on Multi-Objective Optimization of Green Construction Projects Based on Genetic-Climbing Algorithm

张玉琢 张柏瑞 文戈 张赫
沈阳建筑大学学报(社会科学版)2024,Vol.26Issue(6) :588-594.DOI:10.11717/j.issn.1673-1387.2024.06.07

基于遗传-爬山算法的绿色施工项目多目标优化

Research on Multi-Objective Optimization of Green Construction Projects Based on Genetic-Climbing Algorithm

张玉琢 1张柏瑞 1文戈 2张赫3
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作者信息

  • 1. 沈阳建筑大学管理学院,辽宁 沈阳 110168
  • 2. 中国人民解放军61905 部队,辽宁 沈阳 110005
  • 3. 齐鲁理工学院土木工程学院,山东 济南 250200
  • 折叠

摘要

在可持续发展战略的引导下,低碳经济正日益成为全球经济发展的主流方向,绿色施工将成为建筑业发展的重要趋势.在传统项目管理中注重工期、成本、质量三大核心目标的基础上,将安全保障和环境保护这两个目标纳入考量.构建了工期-成本-质量-安全-环境综合优化模型,设计了求解该模型的遗传-爬山算法,并通过案例进行了模拟仿真,最后采用熵权-TOPSIS法进行了方案决策.结果表明:本研究所构建的模型、求解算法和多目标优化决策方法具有有效性和实用性,能够解决绿色施工项目多目标优化问题.

Abstract

Under the guidance of sustainable development strategy,low carbon economy is increasingly becoming the mainstream direction of world economic development,and green construction will undoubtedly become an important trend in the development of the construction industry.Therefore,on the basis of the three core objectives of schedule,cost and quality,which are the focus of traditional project management,this study takes the two objectives of safety and security as well as environmental protection into consideration,constructs a comprehensive optimization model of schedule-cost-quality-safety-environment,designs a genetic hill-climbing algorithm for solving the model,simulates the simulation through the case,and finally adopts entropy-weight-TOPSIS method to make a decision on the scheme.The results show that the model,solution algorithm and multi-objective optimization decision-making method constructed in this study are effective and practical,and can solve the multi-objective optimization problem of green construction projects.

关键词

多目标优化/绿色施工/遗传-爬山算法/熵权-TOPSIS法

Key words

multi-objective optimization/green construction/genetic-hill climbing algorithm,entropy weight-TOPSIS method

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出版年

2024
沈阳建筑大学学报(社会科学版)
沈阳建筑大学

沈阳建筑大学学报(社会科学版)

CHSSCD
影响因子:0.784
ISSN:1673-1387
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