Quality Reliability-Cost Optimization of Construction Project based on Genetic Algorithm

被引:2
|
作者
Shi Yu-fang [1 ,2 ]
Li Hui-min [1 ]
Lu Ning [3 ]
机构
[1] Xian Univ Arch & Tech, Sch Civil Eng, Xian, Peoples R China
[2] Xian Univ Sci & Tech, Sch Management, Xian, Peoples R China
[3] Changan Univ, Sch Civil Engn & Architecture, Xian, Peoples R China
关键词
quality reliability; quality -cost Optimization; Genetic Algorithm;
D O I
10.1109/ICEC.2009.32
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Construction project is regarded as a complex network system in which quality reliability is an important index to express quality grade, so quality -cost Optimization is one of the most crucial aspects of construction project planning, which in fact is a multi objective optimization problem. A mathematical model is established and an evolutionary algorithm genetic algorithm (GA) was employed to solve the quality reliability-cost optimization problem. In the application of GA, penalty function is used to handle the constraint. In the selection strategy of GA, Sorting on the evaluation function and optimal conservation strategy are adopted which improve the convergence performance of GA. Finally, a test example is given to verify the advantage of the new method which combines quality reliability with cost in the construction which is benefit for the cost optimization research.
引用
收藏
页码:159 / +
页数:3
相关论文
共 50 条
  • [1] The balanced optimization of the project quality schedule and cost based on Genetic Algorithm
    Du, Xuemei
    Tang, Xing
    Gao, Hui
    Zhou, Zongqiu
    [J]. PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, 2016, 43 : 1204 - 1208
  • [2] Research on Integrated Optimization of Time-cost-quality of Engineering Project Based on Genetic Algorithm
    Liu, Qiang
    Yang, Chunyan
    [J]. CONFERENCE PROCEEDINGS OF THE 6TH INTERNATIONAL SYMPOSIUM ON PROJECT MANAGEMENT (ISPM2018), 2018, : 1300 - 1304
  • [3] Construction Project Quality Cost Optimization Design
    Zhang, Wei-Hua
    Zhang, Jian-Hua
    Zhou, Xiao-Yan
    [J]. EBM 2010: INTERNATIONAL CONFERENCE ON ENGINEERING AND BUSINESS MANAGEMENT, VOLS 1-8, 2010, : 2054 - 2057
  • [4] Construction-cost optimization model based on PSO algorithm in construction project management
    You, Liwen
    [J]. Journal of Chemical and Pharmaceutical Research, 2014, 6 (08) : 482 - 487
  • [5] UNIT COMMITMENT COST AND RELIABILITY OPTIMIZATION BASED ON AN IMPROVED GENETIC ALGORITHM
    Moradian, Mohammadreza
    Najjar-Khodabakhsh, Abbas
    Shojaeian, Shahrokh
    [J]. REVUE ROUMAINE DES SCIENCES TECHNIQUES-SERIE ELECTROTECHNIQUE ET ENERGETIQUE, 2014, 59 (01): : 25 - 33
  • [6] Network Comprehensive Optimization for Schedule and Cost in Project Construction Based on PSO Algorithm
    Huang, Yuansheng
    Qiu, Zilong
    Zhang, Weina
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 1260 - 1264
  • [7] Ti time-cost-quality tradeoff optimization in construction project based on modified ant colony algorithm
    Huang, Yuan-Sheng
    Deng, Jia-Jia
    Zang, Yun-Yun
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 1031 - 1035
  • [8] Application of Time-Cost-Quality Tradeoff Optimization Model Based on Improved PSO Algorithm to Construction Project
    Yang, Qin
    [J]. 2009 ASIA-PACIFIC CONFERENCE ON INFORMATION PROCESSING (APCIP 2009), VOL 2, PROCEEDINGS, 2009, : 298 - 301
  • [9] Integrated management and optimization of construction project schedule, cost and quality
    Zhan Xiaran
    [J]. 2018 INTERNATIONAL WORKSHOP ON ADVANCES IN SOCIAL SCIENCES (IWASS 2018), 2019, : 622 - 625
  • [10] Research on engineering cost control based on genetic optimization algorithm for construction site of intelligentization
    Wang, Hao
    [J]. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 125 : 162 - 163