[期刊论文][research article]


Latin hypercube sampling-based NSGA-III optimization model for multimode resource constrained timecostqualitysafety trade-off in construction projects

作   者:
Kamal Sharma;Manoj Kumar Trivedi;

出版年:2022

页     码:3158 - 3168
出版社:Taylor And Francis


摘   要:

Abstract Many researchers have paid significant amount of attention for the development of time-cost, time-cost-quality and timecostsafety trade-off optimization models. However, there is still a need to integrate the quality and safety together in time cost trade-off optimization. To fill this gap, considering the multimode activities in project, this paper presents a multimode resource-constrained time cost quality safety trade-off optimization model. Besides, this study considered the limited availability of resources for each execution mode of activities. A population-based meta-heuristics approach the nondominated sorting genetic algorithm III (NSGA III) is employed to develop the model. Also, Latin hypercube sampling for population initialization, analytical hierarchy process for quality determination and fuzzy logic for safety parameters determination are used. A case study of building construction project is used to demonstrate the applicability of proposed model. Whereas, the measure of various performance metrics and comparisons with existing trade-off optimization models demonstrate the effectiveness of proposed model in simultaneous optimization of four objectives. Moreover, a value path plot is prepared for the visualization of more than three objectives and a priori approach is presented to select one solution from obtained Pareto-optimal front.



关键字:

Timecostqualitysafety trade-off;optimization;construction projects;Latin hypercube sampling;NSGA III


所属期刊
International Journal of Construction Management
ISSN: 1562-3599
来自:Taylor And Francis