Abstract
This paper carries out a detailed review of previous studies that employed metaheuristics to address problems/issues encountered in the life time of a construction or engineering project. The review is organized around critical problems/issues including engineering, cost estimation, planning, scheduling, and monitoring and control of project operations, with the objectives to optimize cost and time through the efficient uses of constrained or unconstrained resources. Metaheuristics are emphasized because they are especially suitable when approximate solutions are good enough in the case that the global optimum is either unknown or computationally too expensive to obtain it; both are characteristics of a typical large scale project. Based on the review, we offer our view of this research area and their potential for practical use. An attempt is also made to identify project management related topics where further advancement needs to be made.
Original language | English (US) |
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Pages (from-to) | 491-505 |
Number of pages | 15 |
Journal | Automation in Construction |
Volume | 20 |
Issue number | 5 |
DOIs | |
State | Published - Aug 2011 |
Externally published | Yes |
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Building and Construction
- Civil and Structural Engineering
Keywords
- Ant colony optimization
- Construction management
- Evolutionary algorithm
- Genetic algorithm
- Metaheuristic
- Optimization
- Particle swarm optimization
- Project management