Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm

Time cost and quality are three important factors in planning and controlling construction projects. Getting these factors in balance, which minimizes the project duration, the total project cost, and maximizes the total quality could define the success of a construction project. Aside from planning...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Dang-Trinh Nguyen, Long Le-Hoai, Putri Basenda Tarigan, Duc-Hoc Tran
Formato:	article
Lenguaje:	EN
Publicado:	Elsevier 2022
Materias:	Time cost quality tradeoff Uncertainty Multi-objective analysis Fuzzy logic Symbiotic organism search Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/5b71f00f54154418b931f374a424f231
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:5b71f00f54154418b931f374a424f231
record_format	dspace
spelling	oai:doaj.org-article:5b71f00f54154418b931f374a424f2312021-11-18T04:45:32ZTradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm1110-016810.1016/j.aej.2021.06.058https://doaj.org/article/5b71f00f54154418b931f374a424f2312022-02-01T00:00:00Zhttp://www.sciencedirect.com/science/article/pii/S111001682100421Xhttps://doaj.org/toc/1110-0168Time cost and quality are three important factors in planning and controlling construction projects. Getting these factors in balance, which minimizes the project duration, the total project cost, and maximizes the total quality could define the success of a construction project. Aside from planning and estimating the project properly, a consideration of uncertainty while implementing the project is needed to represent a more realistic outcome for time, cost, and quality trade-off (TCQT) problem in construction projects. In this paper, fuzzy logic is utilized to model the uncertainty embedding α-cut approach to see the effect of the uncertainty on the time, cost, and quality of the project. Then multi-objective Symbiotic Organism Search (SOS) algorithm is applied to find a set of the optimal solution in different uncertainty levels and provide the project manager several possible actions to implement the project. Two numerical case studies of a repetitive construction project were analyzed to see the effectiveness of the model and its capability to solve the TCQT problem in the construction project. The results showed that the proposed model is powerful to explore the solution for the shortest project duration with minimum incurred cost and high overall quality in the construction project. In comparison to the other widely used methods and other algorithms, the proposed model is proven to be effective and competitive in solving the TCQT problem.Dang-Trinh NguyenLong Le-HoaiPutri Basenda TariganDuc-Hoc TranElsevierarticleTime cost quality tradeoffUncertaintyMulti-objective analysisFuzzy logicSymbiotic organism searchEngineering (General). Civil engineering (General)TA1-2040ENAlexandria Engineering Journal, Vol 61, Iss 2, Pp 1499-1518 (2022)
institution	DOAJ
collection	DOAJ
language	EN
topic	Time cost quality tradeoff Uncertainty Multi-objective analysis Fuzzy logic Symbiotic organism search Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	Time cost quality tradeoff Uncertainty Multi-objective analysis Fuzzy logic Symbiotic organism search Engineering (General). Civil engineering (General) TA1-2040 Dang-Trinh Nguyen Long Le-Hoai Putri Basenda Tarigan Duc-Hoc Tran Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
description	Time cost and quality are three important factors in planning and controlling construction projects. Getting these factors in balance, which minimizes the project duration, the total project cost, and maximizes the total quality could define the success of a construction project. Aside from planning and estimating the project properly, a consideration of uncertainty while implementing the project is needed to represent a more realistic outcome for time, cost, and quality trade-off (TCQT) problem in construction projects. In this paper, fuzzy logic is utilized to model the uncertainty embedding α-cut approach to see the effect of the uncertainty on the time, cost, and quality of the project. Then multi-objective Symbiotic Organism Search (SOS) algorithm is applied to find a set of the optimal solution in different uncertainty levels and provide the project manager several possible actions to implement the project. Two numerical case studies of a repetitive construction project were analyzed to see the effectiveness of the model and its capability to solve the TCQT problem in the construction project. The results showed that the proposed model is powerful to explore the solution for the shortest project duration with minimum incurred cost and high overall quality in the construction project. In comparison to the other widely used methods and other algorithms, the proposed model is proven to be effective and competitive in solving the TCQT problem.
format	article
author	Dang-Trinh Nguyen Long Le-Hoai Putri Basenda Tarigan Duc-Hoc Tran
author_facet	Dang-Trinh Nguyen Long Le-Hoai Putri Basenda Tarigan Duc-Hoc Tran
author_sort	Dang-Trinh Nguyen
title	Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
title_short	Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
title_full	Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
title_fullStr	Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
title_full_unstemmed	Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
title_sort	tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm
publisher	Elsevier
publishDate	2022
url	https://doaj.org/article/5b71f00f54154418b931f374a424f231
work_keys_str_mv	AT dangtrinhnguyen tradeofftimecostqualityinrepetitiveconstructionprojectusingfuzzylogicapproachandsymbioticorganismsearchalgorithm AT longlehoai tradeofftimecostqualityinrepetitiveconstructionprojectusingfuzzylogicapproachandsymbioticorganismsearchalgorithm AT putribasendatarigan tradeofftimecostqualityinrepetitiveconstructionprojectusingfuzzylogicapproachandsymbioticorganismsearchalgorithm AT duchoctran tradeofftimecostqualityinrepetitiveconstructionprojectusingfuzzylogicapproachandsymbioticorganismsearchalgorithm
_version_	1718425041170857984

Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm

Ejemplares similares