期刊文献+

基于遗传算法和Pareto排序的工期-费用-质量权衡模型 被引量:14

Time-cost-quality trade-off model based on genetic algorithms and Pareto ranking
原文传递
导出
摘要 工期、费用和质量是工程项目管理和控制的三个基本目标,其中任何一个因素的变动都可能对其它两个产生影响.对工期-费用-质量进行全面的权衡,将对项目决策者管理和控制项目的运作有着重要意义.通过建立完整的质量衡量体系对工程项目的质量水平进行量化评估,利用Pareto最优的原理,设计了一套基于遗传算法和Pareto排序法的运算程序,从而建立起工期-费用-质量的权衡模型,决策者在由该模型得到的Pareto解集中寻求满意的资源配置方案.最后将模型应用于一个案例对其可行性和适用性进行了验证分析. Time,cost and quality are three basic objectives in engineering project management.They are interacting with each other.Taking time,cost and quality into account systemically is significant for project decision-maker to management and control project.In this paper,project quality is measured through a quality measurement system.According to Pareto optimal theory,a computation procedure is designed based on genetic algorithms and Pareto ranking,thus the time-cost-quality trade-off model is built.The optimal resource utilization options can be obtained from Pareto solutions calculated by this model.At the end of this paper,a case study is given to verify the feasibility and practicability of the model.
出处 《系统工程理论与实践》 EI CSSCI CSCD 北大核心 2010年第10期1774-1780,共7页 Systems Engineering-Theory & Practice
基金 国家自然科学基金(70772057)
关键词 工期-费用-质量 权衡 遗传算法 Pareto排序 time-cost-quality trade-off genetic algorithms Pareto ranking
作者简介 陈勇强(1964-),男,汉,河北冀县人,副教授,管理学博士,英国皇家特许营造师学会会员(MCIOB),中国建设工程造价管理协会教育专家委员会委员,商务部项目评标专家,研究方向为国际工程项目管理、合同管理、现代信息技术在工程建设项目管理中的应用,E—mail:symbolpmc@vip.sina.com.
  • 相关文献

参考文献9

  • 1刘淳安.一种求解多目标优化问题的新遗传算法[J].宝鸡文理学院学报(自然科学版),2004,24(2):92-94. 被引量:2
  • 2王健,刘尔烈,骆刚.工程项目管理中工期—成本—质量综合均衡优化[J].系统工程学报,2004,19(2):148-153. 被引量:165
  • 3张连营,骆刚.工程项目资源优化的遗传算法[J].中国港湾建设,2001,21(1):48-51. 被引量:3
  • 4[日]玄光男,[日]程润伟著,于歆杰,周根贵.遗传算法与工程优化[M]清华大学出版社,2004.
  • 5Feng C W,,Liu L,Burns S A.Stochastic construction time-cost trade-off analysis. Journal of Computing in Civil Engineering . 2000
  • 6Khaled,E l Rayes.Time-Cost-Quality Trade-Off Analysis for Highway Construction Costs. Journal of Construction Research . 2005
  • 7Do Ba Khang,Yin Mon Myint.Time, cost and quality trade-off in project management: a case study. International Journal of Project Management . 1999
  • 8Goldberg D E.Genetic Algorithms in Search, Optimization, and Machine Learning. . 1989
  • 9Babu AJG,Suresh N.Project management with time, cost and quality considerations. European Journal of Operational Research . 1996

二级参考文献16

  • 1席裕庚,柴天佑,恽为民.遗传算法综述[J].控制理论与应用,1996,13(6):697-708. 被引量:354
  • 2潘正君 康立山 等.演化算法[M].北京:清华大学出版社,1998..
  • 3-.建筑施工手册(第三版)[M].中国建筑工业出版社,1997,4..
  • 4任键林 施裕生.工程建设进度控制[M].水利水电出版社,1993..
  • 5Kalyanmoy Deb.Multi-Objective Optimization using Evolutionary Algorithms[M].Chichester;John Wiley & Sons,Ltd,2001.
  • 6KNOWLES J D,CORNE D W.Approximating the non-dominated frontusing the Pareto archived evolutionary strategy[J].Evolutionary Computation,2000,8(2);149-172.
  • 7Haiming Lu,Gary G.Yen.Rank-Density Based Multi-Objective Genetic Algorithm[C].InProc.2000 Cong.Evol.Comput.Piscataway,NJ;IEEE Press,2002.944-949.
  • 8Gary G.Yen,Haiming Lu.Dynamic multi-objective evolutionary algorithm;adaptive cell-based rank and density estimation[J].IEEE Transactionson Evolutionary Computation,2003,7(3);253-274.
  • 9McKim R, Hegazy T, Attalla M. Project performance control in reconstruction projects[J]. Journal of Construction Engineering and Management, 2000, 126 (2): 137-141.
  • 10Rwelamila P D, et al. Total systems intervention: An integrated approach to time, cost and quality mawgement[J]. Construction Management and Economics, 1995, 13: 235-241.

共引文献167

同被引文献145

引证文献14

二级引证文献78

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部