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Construction Management and Economics Volume 26, 2008 - Issue 7
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PAPERS

Time–cost optimization: using GA and fuzzy sets theory for uncertainties in cost

Ehsan Eshtehardian Department of Civil Engineering, Iran University of Science and Technology, Islamic Republic of IranCorrespondence[email protected]
,
Abbas Afshar Department of Civil Engineering, Iran University of Science and Technology, Islamic Republic of Iran
&
Reza Abbasnia Department of Civil Engineering, Iran University of Science and Technology, Islamic Republic of Iran
Pages 679-691 | Received 21 Apr 2007, Accepted 05 Mar 2008, Published online: 28 Jun 2010

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Rahul Jain & Om Prakash. (2024) Optimizing contractor’s accruals under conditions of penalty imposition due to unforeseen delays. International Journal of Construction Management 24:8, pages 854-866.
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Tolunay Göçken & Adil Baykasoğlu. (2016) Direct Solution of Time–Cost Tradeoff Problem with Fuzzy Decision Variables. Cybernetics and Systems 47:3, pages 206-219.
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Abbas Afshar & Habib Fathi. (2009) Fuzzy multi-objective optimization of finance-based scheduling for construction projects with uncertainties in cost. Engineering Optimization 41:11, pages 1063-1080.
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Harun Turkoglu, David ArditiGul Polat. (2024) Augmented Time–Cost Trade-Off Optimization Using Particle Swarm Optimization. Journal of Construction Engineering and Management 150:5.
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Mahdi Azizi, Milad Baghalzadeh Shishehgarkhaneh, Mahla Basiri, Robert C. Moehler, Yihai Fang & Melissa Chan. (2023) Wolf-Bird Optimizer (WBO): A novel metaheuristic algorithm for Building Information Modeling-based resource tradeoff. Journal of Engineering Research.
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Pham Vu Hong Son & Nghiep Trinh Nguyen Dang. (2023) Optimizing time and cost simultaneously in projects with multi-verse optimizer. Asian Journal of Civil Engineering 24:7, pages 2443-2449.
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Minjing Wang, Yifan Ding & Huan Zheng. (2023) Multi-objective Optimization of Construction Project Time-Cost-Carbon Emission Based on BIM Technology. E3S Web of Conferences 409, pages 04004.
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Liangwei Chen, Jingwen ZhangWuliang Peng. (2022) Research on the Hierarchical Discrete Time-Cost Trade-Off Problem for Program. Journal of Construction Engineering and Management 148:7.
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Dang-Trinh Nguyen, Long Le-Hoai, Putri Basenda Tarigan & Duc-Hoc Tran. (2022) Tradeoff time cost quality in repetitive construction project using fuzzy logic approach and symbiotic organism search algorithm. Alexandria Engineering Journal 61:2, pages 1499-1518.
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Israa Elkalla, Emad Elbeltagi & Mohamed El Shikh. (2020) Solving Fuzzy Time–Cost Trade-Off in Construction Projects Using Linear Programming. Journal of The Institution of Engineers (India): Series A 102:1, pages 267-278.
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Hêriş Golpîra, Heibatolah Sadeghi & Syed Abdul Rehman Khan. 2021. Application of Mathematics and Optimization in Construction Project Management. Application of Mathematics and Optimization in Construction Project Management 119 140 .
Vedat Toğan, Neslihan Berberoğlu & Hasan Basri Başağa. (2020) New adaptive weight formulations for time-cost optimization. Structures 28, pages 2291-2299.
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Duc Hoc Tran. (2020) Optimizing time–cost in generalized construction projects using multiple-objective social group optimization and multi-criteria decision-making methods. Engineering, Construction and Architectural Management 27:9, pages 2287-2313.
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Farhad Hosseinzadeh, Behzad Paryzad, Nasser Shahsavari Pour & Esmaeil Najafi. (2020) Fuzzy combinatorial optimization in four-dimensional tradeoff problem of cost-time-quality-risk in one dimension and in the second dimension of risk context in ambiguous mode. Engineering Computations 37:6, pages 1967-1991.
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Abhilasha Panwar, Kamalendra Kumar Tripathi & Kumar Neeraj Jha. (2019) A qualitative framework for selection of optimization algorithm for multi-objective trade-off problem in construction projects. Engineering, Construction and Architectural Management 26:9, pages 1924-1945.
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Tarek Salama & Osama Moselhi. (2019) Multi-objective optimization for repetitive scheduling under uncertainty. Engineering, Construction and Architectural Management 26:7, pages 1294-1320.
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Sameh Monir El-Sayegh & Rana Al-Haj. (2017) A new framework for time-cost trade-off considering float loss impact. Journal of Financial Management of Property and Construction 22:1, pages 20-36.
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Shahryar Monghasemi, Mohammad Reza Nikoo, Mohammad Ali Khaksar Fasaee & Jan Adamowski. (2017) A Hybrid of Genetic Algorithm and Evidential Reasoning for Optimal Design of Project Scheduling: A Systematic Negotiation Framework for Multiple Decision-Makers. International Journal of Information Technology & Decision Making 16:02, pages 389-420.
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Osama MoselhiIbrahim BakryAdel Alshibani. (2016) Accelerating repetitive construction projects: with uncertainty and contractors’ judgment. Canadian Journal of Civil Engineering 43:11, pages 949-957.
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Saman Aminbakhsh & Rifat Sonmez. (2016) Discrete particle swarm optimization method for the large-scale discrete time–cost trade-off problem. Expert Systems with Applications 51, pages 177-185.
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Rana A. Al HajSameh M. El-Sayegh. (2015) Time–Cost Optimization Model Considering Float-Consumption Impact. Journal of Construction Engineering and Management 141:5.
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Jinghua Li, Boxin Yang, Dan Zhang, Qinghua Zhou & Lingyao Li. (2015) Development of a multi-objective scheduling system for offshore projects based on hybrid non-dominated sorting genetic algorithm. Advances in Mechanical Engineering 7:3, pages 168781401557378.
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Hua Ke & Weimin Ma. 2015. Handbook on Project Management and Scheduling Vol. 2. Handbook on Project Management and Scheduling Vol. 2 929 942 .
Hua Ke. (2014) A genetic algorithm-based optimizing approach for project time-cost trade-off with uncertain measure. Journal of Uncertainty Analysis and Applications 2:1.
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Hua Ke & Junjie Ma. (2014) Modeling project time–cost trade-off in fuzzy random environment. Applied Soft Computing 19, pages 80-85.
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Nataša Glišović. (2014) Comparison of a Fuzzy Genetic and Simulated Annealing Algorithm Approach for Project Time-Cost Tradeoff. Journal of Applied Mathematics 2014, pages 1-12.
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I-Tung YangYu-Cheng LinHsin-Yun Lee. (2014) Use of Support Vector Regression to Improve Computational Efficiency of Stochastic Time-Cost Trade-Off. Journal of Construction Engineering and Management 140:1.
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Tolunay Göçken. (2012) Solution of fuzzy multi-objective project crashing problem. Neural Computing and Applications 23:7-8, pages 2167-2175.
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Wail MenesiBehrooz GolzarpoorTarek Hegazy. (2013) Fast and Near-Optimum Schedule Optimization for Large-Scale Projects. Journal of Construction Engineering and Management 139:9, pages 1117-1124.
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Parviz Ghoddousi, Ehsan Eshtehardian, Shirin Jooybanpour & Ashtad Javanmardi. (2013) Multi-mode resource-constrained discrete time–cost-resource optimization in project scheduling using non-dominated sorting genetic algorithm. Automation in Construction 30, pages 216-227.
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Manal Osman Suliman & Vellanki S. S. Kumar. (2012) Simulated annealing based algorith for multiobjective fuzzy time-cost optimization problem. Simulated annealing based algorith for multiobjective fuzzy time-cost optimization problem.
E. Kalhor, M. Khanzadi, E. Eshtehardian & A. Afshar. (2011) Stochastic time–cost optimization using non-dominated archiving ant colony approach. Automation in Construction 20:8, pages 1193-1203.
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Shih-Pin Chen & Ming-Jiun Tsai. (2011) Time–cost trade-off analysis of project networks in fuzzy environments. European Journal of Operational Research 212:2, pages 386-397.
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Hadi Mokhtari, Reza Baradaran Kazemzadeh & Ali Salmasnia. (2011) Time-Cost Tradeoff Analysis in Project Management: An Ant System Approach. IEEE Transactions on Engineering Management 58:1, pages 36-43.
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C. H. Ding, S. Fujimura, X. Wei & W. Wei. (2010) Time-cost trade-off problem under uncertainty incorporating multi-objective genetic algorithm and fuzzy sets theory. Time-cost trade-off problem under uncertainty incorporating multi-objective genetic algorithm and fuzzy sets theory.
Hadi Mokhtari, Abdollah Aghaie, Javad Rahimi & Ashkan Mozdgir. (2010) Project time–cost trade-off scheduling: a hybrid optimization approach. The International Journal of Advanced Manufacturing Technology 50:5-8, pages 811-822.
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Hua Ke, Weimin Ma, Xin Gao & Weihua Xu. (2010) New fuzzy models for time-cost trade-off problem. Fuzzy Optimization and Decision Making 9:2, pages 219-231.
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Abdollah Aghaie & Hadi Mokhtari. (2009) Ant colony optimization algorithm for stochastic project crashing problem in PERT networks using MC simulation. The International Journal of Advanced Manufacturing Technology 45:11-12, pages 1051-1067.
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Ehsan Eshtehardian, Abbas Afshar & Reza Abbasnia. (2009) Fuzzy-based MOGA approach to stochastic time–cost trade-off problem. Automation in Construction 18:5, pages 692-701.
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