Novel Hybrid Method in Time-Cost Trade-Off for Resource-Constrained Construction Projects

被引:21
|
作者
Albayrak, Gulcag [1 ]
机构
[1] Eskisehir Osmangazi Univ, Dept Civil Engn, TR-26040 Eskisehir, Turkey
关键词
Hybrid algorithm; Metaheuristic method; Optimization; Project planning; MULTIOBJECTIVE APPROACH; GENETIC ALGORITHM; OPTIMIZATION; COLONY; MODELS;
D O I
10.1007/s40996-020-00437-2
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Time and cost are two of the most important issues for construction planning. Nowadays, the relationship between time and cost becomes more crucial due to the competitive conditions. The contradiction of these two project factors which are affected by the various project constraints needs to be balanced. In this study, time-cost trade-off (TCT) problem is considered as a multi-objective problem. To solve TCT, a novel hybrid algorithm (NHA) is suggested. This method, which is developed by hybridization of particle swarm optimization (PSO) and genetic algorithm, is compared on the application with standard PSO. NHA, which is expected to be more efficient in terms of avoiding local best points and searching the solution space, also presents shorter and more economical alternatives of the project.
引用
收藏
页码:1295 / 1307
页数:13
相关论文
共 50 条
  • [31] Time-cost trade-off of construction project based on ant colony algorithm
    Xiong, Ying
    Kuang, Ya-Ping
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2007, 27 (03): : 105 - 111
  • [32] Using genetic algorithms to solve construction time-cost trade-off problems
    Feng, CW
    Liu, LA
    Burns, SA
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 1997, 11 (03) : 184 - 189
  • [33] Multivariate Analysis on Time-Cost Trade-Off for Production and Installation in Industrialized Construction
    Xie, Haiyan
    Sumam, Rugma Jayachandrakumar
    Carey, Nicholas
    CONSTRUCTION RESEARCH CONGRESS 2020: PROJECT MANAGEMENT AND CONTROLS, MATERIALS, AND CONTRACTS, 2020, : 281 - 290
  • [34] Integrating Quality and Safety in Construction Scheduling Time-Cost Trade-Off Model
    Panwar, Abhilasha
    Jha, Kumar Neeraj
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2021, 147 (02)
  • [35] Optimization of construction time-cost trade-off analysis using genetic algorithms
    Hegazy, T
    CANADIAN JOURNAL OF CIVIL ENGINEERING, 1999, 26 (06) : 685 - 697
  • [36] Using genetic algorithms to solve construction time-cost trade-off problems
    Univ of Illinois at Urbana-Champaign, Urbana, United States
    J Comput Civ Eng, 3 (184-189):
  • [37] Time-cost trade-off optimization model for retrofitting planning projects using MOGA
    Patil A.S.
    Agarwal A.K.
    Sharma K.
    Trivedi M.K.
    Asian Journal of Civil Engineering, 2024, 25 (5) : 3823 - 3833
  • [38] A GENERALIZED TIME-COST TRADE-OFF TRANSPORTATION PROBLEM
    PRASAD, VR
    NAIR, KPK
    ANEJA, YP
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1993, 44 (12) : 1243 - 1248
  • [39] A Fuzzy Random Time-Cost Trade-off Model
    Ke, Hua
    Ma, Weimin
    PROCEEDINGS OF THE EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2009, 8 : 633 - 637
  • [40] TIME-COST TRADE-OFF AMONG RELATED ACTIVITIES
    REDA, R
    CARR, RI
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 1989, 115 (03): : 475 - 486