Development of time–cost trade-off optimization model for construction projects with MOPSO technique

被引:0
|
作者
Agarwal A.K. [1 ]
Chauhan S.S. [1 ]
Sharma K. [1 ]
Sethi K.C. [3 ]
机构
[1] Science, Madhya Pradesh, Gwalior
[2] Civil Engineering Department, Centurion University of Technology and Management, Gajapati
关键词
Construction projects; MOPSO; Multi-mode activities; Pareto-optimal solutions; TCT;
D O I
10.1007/s42107-024-01063-3
中图分类号
学科分类号
摘要
Balancing cost and time present a critical yet conflicting challenge in scheduling of construction projects. In today;s highly competitive construction market, achieving a subtle balance in optimizing objectives (time and cost) is vital for success of projects, requiring project participants to make essential trade-offs. With multi-objective particle swarm optimization (MOPSO), this study presents a time–cost trade-off (TCT) optimization model to overcome the challenges and constraints associated with existing TCT models. The focus is on multi-mode construction project activities, where each mode represents a different option for a construction activity requiring varying amounts of resources, time, and cost. The paper aims to select the best alternatives for project activities. For demonstrating the effectiveness of the developed MOPSO method in generating a set of Pareto-optimal solutions, it is applied to a real case study project. The working of proposed method in simultaneously optimizing two objectives is evaluated against existing trade-off optimization methods. The project team is provided with trade-off plots and an a priori approach to select one of the generated Pareto-optimal solutions. Additionally, this research will benefit the project;s stakeholders by maximizing profits, and the findings of this study can assist organizations and project teams in improving their scheduling choices. © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2024.
引用
收藏
页码:4529 / 4539
页数:10
相关论文
共 50 条
  • [41] Multi-objective time-cost trade-off optimization for the construction scheduling with Rao algorithms
    Yilmaz, Mehmet
    Dede, Tayfun
    [J]. STRUCTURES, 2023, 48 : 798 - 808
  • [42] Project time–cost trade-off scheduling: a hybrid optimization approach
    Hadi Mokhtari
    Abdollah Aghaie
    Javad Rahimi
    Ashkan Mozdgir
    [J]. The International Journal of Advanced Manufacturing Technology, 2010, 50 : 811 - 822
  • [43] Robust optimization models for the discrete time/cost trade-off problem
    Hazir, Oncu
    Erel, Erdal
    Gunalay, Yavuz
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 130 (01) : 87 - 95
  • [44] Cost and water footprint trade-off in a supply chain optimization model
    Cruz, Dennis E.
    Tan, Raymond R.
    [J]. CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY, 2023, 25 (09) : 3045 - 3064
  • [45] Cost and water footprint trade-off in a supply chain optimization model
    Dennis E. Cruz
    Raymond R. Tan
    [J]. Clean Technologies and Environmental Policy, 2023, 25 : 3045 - 3064
  • [46] Optimizing sustainable construction projects through LNSGA III: a time-cost-environmental impact trade-off approach
    Bohra P.
    Verma R.S.
    [J]. Asian Journal of Civil Engineering, 2024, 25 (5) : 4343 - 4354
  • [47] Augmented Time-Cost Trade-Off Optimization Using Particle Swarm Optimization
    Turkoglu, Harun
    Arditi, David
    Polat, Gul
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2024, 150 (05)
  • [48] TIME-COST TRADE-OFF FOR AIRLINERS
    HARTLEY, K
    CORCORAN, W
    [J]. JOURNAL OF INDUSTRIAL ECONOMICS, 1978, 26 (03): : 209 - 222
  • [49] Application of time-cost trade-off model in forest management projects: The case of Oak decline project
    Zandebasiri, Mehdi
    Vacik, Harald
    Etongo, Daniel
    Dorfstetter, Yasmin
    Soosani, Javad
    Pourhashemi, Mehdi
    [J]. JOURNAL OF FOREST SCIENCE, 2019, 65 (12) : 481 - 492
  • [50] Latin hypercube sampling-based NSGA-III optimization model for multimode resource constrained time-cost-quality-safety trade-off in construction projects
    Sharma, Kamal
    Trivedi, Manoj Kumar
    [J]. INTERNATIONAL JOURNAL OF CONSTRUCTION MANAGEMENT, 2022, 22 (16) : 3158 - 3168