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Growing Science » Journal of Project Management » The time-cost trade-off problem and its extensions: A state-of-the-art survey and outlook

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Journal of Project Management

ISSN 2371-8374 (Online) - ISSN 2371-8366 (Print)
Quarterly Publication
Volume 8 Issue 3 pp. 141-164 , 2023

The time-cost trade-off problem and its extensions: A state-of-the-art survey and outlook Pages 141-164 Right click to download the paper Download PDF

Authors: Maedeh Hosseinpour, Emad Roghanian, Gerhard-Wilhelm Weber

DOI: 10.5267/j.jpm.2023.4.001

Keywords: Time–Cost Optimization, Trade-off, Project Scheduling, Multi-Objective Planning

Abstract: The time-cost optimization is amongst the most critical fields, which has an extensive range of implementation in project scheduling. Achieving a satisfactory balance between these factors can lead to an efficient construction project by reducing both the length of the project and costs at the same time. An effective balance can be achieved using various methods, depending on the situation. This study aims to incorporate the various algorithms used in the last 15 years to reach a satisfying balance between time and cost, including meta-heuristics, heuristics, and exact algorithms. A comprehensive view of the problems associated with time-cost optimization will be provided throughout this review to assist new and challenging researchers who are interested in this type of research. For this purpose, we have reviewed some objective functions and uncertainty techniques that could be employed in time-cost balancing problems. The literature review tables contain a variety of columns, including uncertainties such as fuzzy, probabilistic, interval, robust, and objective functions, along with cost and time, for the investigation of various types of balance issues. In the conclusion of this article, we will show the results of our literature review table using different types of graphic diagrams. For each main column of the table, we will show various types of diagrams to make the results easier to understand.

How to cite this paper
Hosseinpour, M., Roghanian, E & Weber, G. (2023). The time-cost trade-off problem and its extensions: A state-of-the-art survey and outlook.Journal of Project Management, 8(3), 141-164.

Refrences
Abbasnia, R., Afshar, A., & Eshtehardian, E. (2008). Time-cost trade-off problem in construction project management, based on fuzzy logic. Journal of Applied Sciences, 8(22), 4159-4165.
Abdel-Basset, M., Ali, M., & Atef, A. (2020). Uncertainty assessments of linear time-cost tradeoffs using neutrosophic set. Computers & Industrial Engineering, 141, 106286.
Afruzi, E. N., Najafi, A. A., Roghanian, E., & Mazinani, M. (2014). A multi-objective imperialist competitive algorithm for solving discrete time, cost and quality trade-off problems with mode-identity and resource-constrained situa-tions. Computers & Operations Research, 50, 80-96.
Afshar, A., & Zolfaghar Dolabi, H. R. (2014). Multi-objective optimization of time-cost-safety using genetic algo-rithm. Iran University of Science & Technology, 4(4), 433-450.
Afshar, A., Ziaraty, A. K., Kaveh, A., & Sharifi, F. (2009). Nondominated archiving multicolony ant algorithm in time–cost trade-off optimization. Journal of Construction Engineering and Management, 135(7), 668-674.
Agdas, D., Warne, D. J., Osio-Norgaard, J., & Masters, F. J. (2018). Utility of genetic algorithms for solving large-scale construction time-cost trade-off problems. Journal of Computing in Civil Engineering, 32(1), 04017072.
Albayrak, G. (2020). Novel hybrid method in time–cost trade-off for resource-constrained construction projects. Iranian Journal of Science and Technology, Transactions of Civil Engineering, 44(4), 1295-1307.
Albayrak, G., & Özdemir, İ. (2017). A state of art review on metaheuristic methods in time-cost trade-off prob-lems. International Journal of Structural and Civil Engineering Research, 6(1), 30-34.
Ali, S. S., Kaur, R., Ersöz, F., Altaf, B., Basu, A., & Weber, G. W. (2020). Measuring carbon performance for sustaina-ble green supply chain practices: A developing country scenario. Central European Journal of Operations Re-search, 28, 1389-1416.
Allahverdi, A. (2022). A survey of scheduling problems with uncertain interval/bounded processing/setup times. Journal of Project Management, 7(4), 255-264.
Aminbakhsh, S., & Sonmez, R. (2016). Discrete particle swarm optimization method for the large-scale discrete time–cost trade-off problem. Expert Systems with Applications, 51, 177-185.
Aminbakhsh, S., & Sonmez, R. (2017). Pareto front particle swarm optimizer for discrete time-cost trade-off prob-lem. Journal of Computing in Civil Engineering, 31(1), 04016040.
Ammar, M. A. (2011). Optimization of project time-cost trade-off problem with discounted cash flows. Journal of Con-struction Engineering and Management, 137(1), 65-71.
Ammar, M. A. (2020). Efficient modeling of time-cost trade-off problem by eliminating redundant paths. International Journal of Construction Management, 20(7), 812-821.
Anagnostopoulos, K. P., & Kotsikas, L. (2010). Experimental evaluation of simulated annealing algorithms for the time–cost trade-off problem. Applied Mathematics and Computation, 217(1), 260-270.
Azaron, A., & Tavakkoli-Moghaddam, R. (2007). Multi-objective time–cost trade-off in dynamic PERT networks using an interactive approach. European Journal of Operational Research, 180(3), 1186-1200.
Azaron, A., Katagiri, H., & Sakawa, M. (2007). Time-cost trade-off via optimal control theory in Markov PERT net-works. Annals of Operations Research, 150, 47-64.
Azaron, A., Perkgoz, C., & Sakawa, M. (2005). A genetic algorithm approach for the time-cost trade-off in PERT net-works. Applied mathematics and computation, 168(2), 1317-1339.
Azaron, A., Sakawa, M., Tavakkoli-Moghaddam, R., & Safaei, N. (2007). A discrete-time approximation technique for the time-cost trade-off in PERT networks. RAIRO-Operations Research, 41(1), 61-81.
Babu, A. J. G., & Suresh, N. (1996). Project management with time, cost, and quality considerations. European journal of operational research, 88(2), 320-327.
Ballesteros-Pérez, P., Elamrousy, K. M., & González-Cruz, M. C. (2019). Non-linear time-cost trade-off models of ac-tivity crashing: Application to construction scheduling and project compression with fast-tracking. Automation in Construction, 97, 229-240.
Banihashemi, S. A., & Khalilzadeh, M. (2021). Time-cost-quality-environmental impact trade-off resource-constrained project scheduling problem with DEA approach. Engineering, Construction and Architectural Management, 28(7), 1979-2004.
Banihashemi, S. A., Khalilzadeh, M., Shahraki, A., Malkhalifeh, M. R., & Ahmadizadeh, S. S. R. (2021). Optimization of environmental impacts of construction projects: a time–cost–quality trade-off approach. International Journal of Environmental Science and Technology, 18, 631-646.
Banihashemi, S. A., Khalilzadeh, M., Zavadskas, E. K., & Antucheviciene, J. (2021). Investigating the environmental impacts of construction projects in time-cost trade-off project scheduling problems with CoCoSo multi-criteria deci-sion-making method. Sustainability, 13(19), 10922.
Ben-Tal, A., & Nemirovski, A. (2000). Robust solutions of linear programming problems contaminated with uncertain data. Mathematical programming, 88, 411-424.
Chen, P. H., & Weng, H. (2009). A two-phase GA model for resource-constrained project scheduling. Automation in Construction, 18(4), 485-498.
Chen, S. P., & Tsai, M. J. (2011). Time–cost trade-off analysis of project networks in fuzzy environments. European Journal of Operational Research, 212(2), 386-397.
Cheng, M. Y., & Tran, D. H. (2015). Opposition-based multiple-objective differential evolution to solve the time–cost–environment impact trade-off problem in construction projects. Journal of Computing in Civil Engineering, 29(5), 04014074.
Dhawan, A., Sharma, K., & Trivedi, M. K. (2021). Simulated Annealing-Based Time–Cost Trade-Off Model for Con-struction Projects. In Artificial Intelligence and Sustainable Computing: Proceedings of ICSISCET 2020 (pp. 33-43). Singapore: Springer Singapore.
Eirgash, M. A., Toğan, V., & Dede, T. (2019). A multi-objective decision making model based on TLBO for the time-cost trade-off problems. Structural Engineering and Mechanics, 71(2), 139-151.
Elkalla, I., Elbeltagi, E., & El Shikh, M. (2021). Solving fuzzy time–cost trade-off in construction projects using linear programming. Journal of The Institution of Engineers (India): Series A, 102, 267-278.
Eshtehardian, E., Afshar, A., & Abbasnia, R. (2008). Time–cost optimization: using GA and fuzzy sets theory for uncer-tainties in cost. Construction Management and Economics, 26(7), 679-691.
Eshtehardian, E., Afshar, A., Abbasnia, R., 2009. Fuzzy-based MOGA approach to stochastic time–cost trade-off prob-lem, Automation in construction, 18, 692-701.
Fallah-Mehdipour, E., Haddad, O. B., Tabari, M. M. R., & Mariño, M. A. (2012). Extraction of decision alternatives in construction management projects: Application and adaptation of NSGA-II and MOPSO. Expert Systems with Appli-cations, 39(3), 2794-2803.
Feng, C. W., Liu, L., & Burns, S. A. (1997). Using genetic algorithms to solve construction time-cost trade-off prob-lems. Journal of computing in civil engineering, 11(3), 184-189.
Geem, Z. W. (2010). Multiobjective optimization of time-cost trade-off using harmony search. Journal of Construction Engineering and Management, 136(6), 711-716.
Ghazanfari, M., Shahanaghi, K., & Yousefli, A. (2008). An application of possibility goal programming to the time-cost trade off problem. Journal of Uncertain Systems, 2(1), 22-28.
Ghazanfari, M., Yousefli, A., Jabal Ameli, M. S., & Bozorgi-Amiri, A. (2009). A new approach to solve time–cost trade-off problem with fuzzy decision variables. The International Journal of Advanced Manufacturing Technolo-gy, 42, 408-414.
Ghoddousi, P., Eshtehardian, E., Jooybanpour, S., & Javanmardi, A. (2013). Multi-mode resource-constrained discrete time–cost-resource optimization in project scheduling using non-dominated sorting genetic algorithm. Automation in construction, 30, 216-227.
Ghodsi, R., Skandari, M. R., Allahverdiloo, M., & Iranmanesh, S. H. (2009). A new practical model to trade-off time, cost, and quality of a project. Australian Journal of Basic and Applied Sciences, 3(4), 3741-3756.
Golab, A., Gooya, E., Falou, A., & Cabon, M. (2022). A multilayer feed-forward neural network (MLFNN) for the re-source-constrained project scheduling problem (RCPSP). Decision Science Letters, 11(4), 407-418.
Golab, A., Gooya, E., Falou, A., & Cabon, M. (2022). Review of conventional metaheuristic techniques for resource-constrained project scheduling problem. Journal of Project Management, 7(2), 95-110.
Golab, A., Gooya, E., Falou, A., & Cabon, M. (2023). A convolutional neural network for the resource-constrained pro-ject scheduling problem (RCPSP): A new approach. Decision Science Letters, 12(2), 225-238.
Hafızoğlu, A. B., & Azizoğlu, M. (2010). Linear programming-based approaches for the discrete time/cost trade-off problem in project networks. Journal of the Operational Research Society, 61(4), 676-685.
Haghighi, M. H., Mousavi, S. M., Antuchevičienė, J., & Mohagheghi, V. (2019). A new analytical methodology to han-dle time-cost trade-off problem with considering quality loss cost under interval-valued fuzzy uncertain-ty. Technological and Economic Development of Economy, 25(2), 277-299.
Hamta, N., Ehsanifar, M., & Sarikhani, J. (2021). Presenting a goal programming model in the time-cost-quality trade-off. International Journal of Construction Management, 21(1), 1-11.
Hazır, Ö., Erel, E., & Günalay, Y. (2011). Robust optimization models for the discrete time/cost trade-off prob-lem. International Journal of Production Economics, 130(1), 87-95.
Hazır, Ö., Haouari, M., & Erel, E. (2010). Discrete time/cost trade-off problem: A decomposition-based solution algo-rithm for the budget version. Computers & Operations Research, 37(4), 649-655.
Hazır, Ö., Haouari, M., & Erel, E. (2010). Robust scheduling and robustness measures for the discrete time/cost trade-off problem. European Journal of Operational Research, 207(2), 633-643.
Hooshyar, B., Tahmani, A., & Shenasa, M. (2008, June). A Genetic Algorithm to Time-Cost Trade off in project sched-uling. In 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelli-gence) (pp. 3081-3086). IEEE.
Hosseini-Nasab, H., Pourkheradmand, M., & Shahsavaripour, N. (2017). Solving multi-mode time-cost-quality trade-off problem in uncertainty condition using a novel genetic algorithm. International journal of management and fuzzy systems, 3(3), 32-40.
Hyari, K. H., El‐Rayes, K., & El‐Mashaleh, M. (2009). Automated trade‐off between time and cost in planning repeti-tive construction projects. Construction Management and Economics, 27(8), 749-761.
Iranmanesh, H., Skandari, M. R., & Allahverdiloo, M. (2008). Finding Pareto optimal front for the multi-mode time, cost quality trade-off in project scheduling. World Academy of Science, Engineering and Technology, 40(1), 346-350.
Jiang, A., & Zhu, Y. (2010). A multi-stage approach to time-cost trade-off analysis using mathematical program-ming. International Journal of Construction Management, 10(3), 13-27.
Jiang, A., & Zhu, Y. (2010). A multi-stage approach to time-cost trade-off analysis using mathematical program-ming. International Journal of Construction Management, 10(3), 13-27.
Ke, H., & Ma, J. (2014). Modeling project time–cost trade-off in fuzzy random environment. Applied Soft Compu-ting, 19, 80-85.
Ke, H., Ma, W., & Chen, X. (2012). Modeling stochastic project time–cost trade-offs with time-dependent activity dura-tions. Applied Mathematics and Computation, 218(18), 9462-9469.
Ke, H., Ma, W., & Ni, Y. (2009). Optimization models and a GA-based algorithm for stochastic time-cost trade-off problem. Applied Mathematics and Computation, 215(1), 308-313.
Ke, H., Ma, W., Gao, X., & Xu, W. (2010). New fuzzy models for time-cost trade-off problem. Fuzzy Optimization and Decision Making, 9, 219-231.
Kelley Jr, J. E. (1961). Critical-path planning and scheduling: Mathematical basis. Operations research, 9(3), 296-320.
Khalili-Damghani, K., Tavana, M., Abtahi, A. R., & Santos Arteaga, F. J. (2015). Solving multi-mode time–cost–quality trade-off problems under generalized precedence relations. Optimization Methods and Software, 30(5), 965-1001.
Klanšek, U., & Pšunder, M. (2012). MINLP optimization model for the nonlinear discrete time–cost trade-off prob-lem. Advances in Engineering Software, 48, 6-16.
Klerides, E., & Hadjiconstantinou, E. (2010). A decomposition-based stochastic programming approach for the project scheduling problem under time/cost trade-off settings and uncertain durations. Computers & Operations Re-search, 37(12), 2131-2140.
Kosztyán, Z. T., & Szalkai, I. (2018). Hybrid time-quality-cost trade-off problems. Operations Research Perspectives, 5, 306-318.
Kropat, E., & Weber, G. W. (2018). Fuzzy target-environment networks and fuzzy-regression approaches. Numerical Algebra, Control and Optimization, 8(2), 135-155.
Li, H., Xu, Z., & Wei, W. (2018). Bi-objective scheduling optimization for discrete time/cost trade-off in pro-jects. Sustainability, 10(8), 2802.
Li, H., Xu, Z., Xiong, L., & Liu, Y. (2015). Robust proactive project scheduling model for the stochastic discrete time/cost trade-off problem. Discrete Dynamics in Nature and Society, 2015.
Liu, D., Li, H., Wang, H., Qi, C., & Rose, T. (2020). Discrete symbiotic organisms search method for solving large-scale time-cost trade-off problem in construction scheduling. Expert Systems with Applications, 148, 113230.
Lotfi, R., Kargar, B., Gharehbaghi, A., Hazrati, H., Nazari, S., & Amra, M. (2022). Resource-constrained time–cost-quality-energy-environment tradeoff problem by considering blockchain technology, risk and robustness: a case study of healthcare project. Environmental Science and Pollution Research, 29(42), 63560-63576.
Lotfi, R., Yadegari, Z., Hosseini, S., Khameneh, A., Tirkolaee, E., & Weber, G. E. R. H. A. R. D. (2022). A robust time-cost-quality-energy-environment trade-off with resource-constrained in project management: A case study for a bridge construction project. Journal of Industrial and Management Optimization, 18(1).
Luong, D. L., Tran, D. H., & Nguyen, P. T. (2021). Optimizing multi-mode time-cost-quality trade-off of construction project using opposition multiple objective difference evolution. International Journal of Construction Manage-ment, 21(3), 271-283.
Meier, C., Yassine, A. A., Browning, T. R., & Walter, U. (2016). Optimizing time–cost trade-offs in product develop-ment projects with a multi-objective evolutionary algorithm. Research in Engineering Design, 27, 347-366.
Mohagheghi, V., Mousavi, S. M., Vahdani, B., & Shahriari, M. R. (2017). R&D project evaluation and project portfolio selection by a new interval type-2 fuzzy optimization approach. Neural Computing and Applications, 28, 3869-3888.
Mokhtari, H., Aghaie, A., Rahimi, J., & Mozdgir, A. (2010). Project time–cost trade-off scheduling: a hybrid optimiza-tion approach. The international journal of advanced manufacturing technology, 50, 811-822.
Monghasemi, S., Nikoo, M. R., Fasaee, M. A. K., & Adamowski, J. (2015). A novel multi criteria decision making mod-el for optimizing time–cost–quality trade-off problems in construction projects. Expert systems with applica-tions, 42(6), 3089-3104.
Mrad, M., Al-Gahtani, K. S., Hulchafo, R., Souayah, N., & Bamatraf, K. (2019). Risk assessment for discrete stochastic time-cost-quality trade-off problem using simulation-based integer linear programming approach. IEEE access, 7, 32453-32463.
Mungle, S., Benyoucef, L., Son, Y. J., & Tiwari, M. K. (2013). A fuzzy clustering-based genetic algorithm approach for time–cost–quality trade-off problems: A case study of highway construction project. Engineering Applications of Artificial Intelligence, 26(8), 1953-1966.
Ng, S. T., & Zhang, Y. (2008). Optimizing construction time and cost using ant colony optimization approach. Journal of construction engineering and management, 134(9), 721-728.
Nguyen, D. T., Le-Hoai, L., Tarigan, P. B., & Tran, D. H. (2022). Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm. Alexandria Engineering Jour-nal, 61(2), 1499-1518.
Ning, X., & Lam, K. C. (2013). Cost–safety trade-off in unequal-area construction site layout planning. Automation in Construction, 32, 96-103.
Ozcan-Deniz, G., Zhu, Y., & Ceron, V. (2012). Time, cost, and environmental impact analysis on construction operation optimization using genetic algorithms. Journal of management in engineering, 28(3), 265-272.
Özmen, A., Weber, G. W., Batmaz, İ., & Kropat, E. (2011). RCMARS: Robustification of CMARS with different scenar-ios under polyhedral uncertainty set. Communications in Nonlinear Science and Numerical Simulation, 16(12), 4780-4787.
Pan, Q. K., Gao, L., Wang, L., Liang, J., & Li, X. Y. (2019). Effective heuristics and metaheuristics to minimize total flowtime for the distributed permutation flowshop problem. Expert Systems with Applications, 124, 309-324.
Panwar, A., & Jha, K. N. (2021). Integrating quality and safety in construction scheduling time-cost trade-off mod-el. Journal of Construction Engineering and Management, 147(2), 04020160.
Pour, N. S., Modarres, M., & Tavakkoli-Moghaddam, R. (2012). Time-cost-quality trade-off in project scheduling with linguistic variables. World applied sciences journal, 18(3), 404-413.
Rahimi, M., & Iranmanesh, H. (2008). Multi objective particle swarm optimization for a discrete time, cost and quality trade-off problem. World Applied Sciences Journal, 4(2), 270-276.
Reda, R., & Carr, R. I. (1989). Time-cost trade-off among related activities. Journal of Construction Engineering and Management, 115(3), 475-486.
Robinson, D. R. (1975). A dynamic programming solution to cost-time tradeoff for CPM. Management Science, 22(2), 158-166.
Said, S. S., & Haouari, M. (2015). A hybrid simulation-optimization approach for the robust Discrete Time/Cost Trade-off Problem. Applied Mathematics and Computation, 259, 628-636.
Saif, A., Abbas, S., & Fayed, Z. (2015). The PDBO algorithm for discrete time, cost and quality trade-off in software projects with expressing quality by defects. Procedia computer science, 65, 930-939.
Senouci, A., & Al-Derham, H. R. (2008). Genetic algorithm-based multi-objective model for scheduling of linear con-struction projects. Advances in Engineering Software, 39(12), 1023-1028.
Sharma, K., & Trivedi, M. K. (2022). AHP and NSGA-II-Based time–cost–quality trade-off optimization model for con-struction projects. In Artificial Intelligence and Sustainable Computing: Proceedings of ICSISCET 2020 (pp. 45-63). Springer Singapore.
Sharma, K., & Trivedi, M. K. (2022). Latin hypercube sampling-based NSGA-III optimization model for multimode re-source constrained time–cost–quality–safety trade-off in construction projects. International Journal of Construc-tion Management, 22(16), 3158-3168.
Siemens, N. (1971). A simple CPM time-cost tradeoff algorithm. Management science, 17(6), B-354.
Son, J., Hong, T., & Lee, S. (2013). A mixed (continuous+ discrete) time-cost trade-off model considering four different relationships with lag time. KSCE Journal of Civil Engineering, 17, 281-291.
Sonmez, R., & Bettemir, Ö. H. (2012). A hybrid genetic algorithm for the discrete time–cost trade-off problem. Expert Systems with Applications, 39(13), 11428-11434.
Sonmez, R., Aminbakhsh, S., & Atan, T. (2020). Activity uncrashing heuristic with noncritical activity rescheduling method for the discrete time-cost trade-off problem. Journal of Construction Engineering and Management, 146(8), 04020084.
Tareghian, H. R., & Taheri, S. H. (2007). A solution procedure for the discrete time, cost and quality tradeoff problem using electromagnetic scatter search. Applied mathematics and computation, 190(2), 1136-1145.
Tavana, M., Abtahi, A. R., & Khalili-Damghani, K. (2014). A new multi-objective multi-mode model for solving preemptive time–cost–quality trade-off project scheduling problems. Expert systems with applications, 41(4), 1830-1846.
Tiwari, A., Sharma, K., & Trivedi, M. K. (2022). NSGA-III-Based Time–Cost–Environmental Impact Trade-Off Optimi-zation Model for Construction Projects. In Artificial Intelligence and Sustainable Computing: Proceedings of IC-SISCET 2020 (pp. 11-25). Springer Singapore.
Toğan, V., & Eirgash, M. A. (2019). Time-cost trade-off optimization of construction projects using teaching learning based optimization. KSCE Journal of Civil Engineering, 23, 10-20.
Van Eynde, R., & Vanhoucke, M. (2022). A reduction tree approach for the discrete time/cost trade-off prob-lem. Computers & Operations Research, 143, 105750.
Vanhoucke, M., & Debels, D. (2007). The discrete time/cost trade-off problem: extensions and heuristic proce-dures. Journal of Scheduling, 10, 311-326.
Vanhoucke, M., & Debels, D. (2007). The discrete time/cost trade-off problem: extensions and heuristic proce-dures. Journal of Scheduling, 10, 311-326.
Wood, D. A. (2017). Gas and oil project time-cost-quality tradeoff: Integrated stochastic and fuzzy multi-objective op-timization applying a memetic, nondominated, sorting algorithm. Journal of Natural Gas Science and Engineer-ing, 45, 143-164.
Wuliang, P., & Chengen, W. (2009). A multi-mode resource-constrained discrete time–cost tradeoff problem and its ge-netic algorithm-based solution. International journal of project management, 27(6), 600-609.
Xiong, Y., & Kuang, Y. (2008). Applying an ant colony optimization algorithm-based multiobjective approach for time–cost trade-off. Journal of construction engineering and management, 134(2), 153-156.
Xu, J., Zheng, H., Zeng, Z., Wu, S., & Shen, M. (2012). Discrete time–cost–environment trade-off problem for large-scale construction systems with multiple modes under fuzzy uncertainty and its application to Jinping-II Hydroelec-tric Project. International Journal of Project Management, 30(8), 950-966.
Zahraie, B., & Tavakolan, M. (2009). Stochastic time-cost-resource utilization optimization using nondominated sorting genetic algorithm and discrete fuzzy sets. Journal of construction engineering and management, 135(11), 1162-1171.
Zhang, H., & Li, H. (2010). Multi‐objective particle swarm optimization for construction time‐cost tradeoff prob-lems. Construction Management and Economics, 28(1), 75-88.
Zhang, H., & Xing, F. (2010). Fuzzy-multi-objective particle swarm optimization for time–cost–quality tradeoff in con-struction. Automation in Construction, 19(8), 1067-1075.
Zheng, H. (2017). The bi-level optimization research for time-cost-quality-environment trade-off scheduling problem and its application to a construction project. In Proceedings of the Tenth International Conference on Management Science and Engineering Management (pp. 745-753). Springer Singapore.
Zheng, H. (2018). A Discrete Time-Cost-Environment Trade-Off Problem with Multiple Projects: The Jinping-I Hy-droelectric Station Project. In Proceedings of the Eleventh International Conference on Management Science and Engineering Management 11 (pp. 1709-1721). Springer International Publishing.
Zheng, H. (2018). A Discrete Time-Cost-Environment Trade-Off Problem with Multiple Projects: The Jinping-I Hy-droelectric Station Project. In Proceedings of the Eleventh International Conference on Management Science and Engineering Management 11 (pp. 1709-1721). Springer International Publishing.
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Journal: Journal of Project Management | Year: 2023 | Volume: 8 | Issue: 3 | Views: 2328 | Reviews: 0

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