- Teknik Dergi
- Vol: 29 Issue: 6
- Construction Site Layout Planning: Application of Multi-Objective Particle Swarm Optimization*
Construction Site Layout Planning: Application of Multi-Objective Particle Swarm Optimization*
Authors : Mustafa Oral, Siamak Bazaati, Serkan Aydinli, Emel Oral
Pages : 8691-8713
Doi:10.18400/tekderg.389638
View : 17 | Download : 7
Publication Date : 2018-11-01
Article Type : Research
Abstract :Construction Site Layout Planning (CSLP) comprises determining, sizing and placing of the temporary facilities within the boundaries of a construction site by considering many factors. Traveling distance between facilities and safety risks are two essential factors to be minimized while planning site layout of a construction project. Many studies treated CSLP as a single objective optimization problem. They have mainly focused on either diminishing the travel cost of resources on site without considering the safety aspect or vice versa. While a few of the studies have treated the problem as a multi-objective optimization, none of them included a risk assessment approach including crane-related constraints. Hence, a user-friendly CSLP model that includes a risk assessment approach for safety constraints is proposed by using a Multi-Objective Particle Swarm Optimization algorithm based on Pareto dominance approach to minimize both the construction safety risks of crane operated projects and the total traveling distance of the resources between temporary facilities.Keywords : Construction site layout planning, crane, multi-objective optimization, particle swarm optimization, safety