Sonmez, R; Aminbakhsh, S and 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): 1870, ISSN 0733-9364
Abstract
Despite intensive research efforts that have been devoted to discrete time-cost optimization of construction projects, the current methods have very limited capabilities for solving the problem for real-life-sized projects. This study presents a new activity uncrashing heuristic with noncritical activity rescheduling method to narrow the gap between the research and practice for time-cost optimization. The uncrashing heuristic searches for new solutions by uncrashing the critical activities with the highest cost-slope. This novel feature of the proposed heuristic enables identification and elimination of the dominated solutions during the search procedure. Hence, the heuristic can determine new high-quality solutions based on the nondominated solutions. Furthermore, the proposed noncritical activity rescheduling method of the heuristic decreases the amount of scheduling calculations, and high-quality solutions are achieved within a short CPU time. Results of the computational experiments reveal that the new heuristic outperforms state-of-the-art methods significantly for large-scale single-objective cost minimization and Pareto front optimization problems. Hence, the primary contribution of the paper is a new heuristic method that can successfully achieve high-quality solutions for large-scale discrete time-cost optimization problems.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | algorithms; multiple objective analysis; optimization; project management; scheduling |
| Index terms: | cost optimization, minimization, scheduling, slope, experiment, construction project, state of the art, heuristic, time-cost trade-off, project management |
| Subjects: | operations research, data collection methods, research dissemination and communication, risk assessment, geotechnical engineering, algorithms, economics, quantity surveying, project management theory and practice, production management |
| Topics: | Cost Management, Research Practice, Project Management, Engineering Principles, Risk Management, Digital Applications, Time Control |
| Descriptive scope: | 3 PCE |
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