A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Multi-objective Optimization of Construction Site Layout
Construction site layout planning is one of the managerial aspects of the construction industry and has significant impacts on performance of the sites. Since in real site layout optimization, many objectives are involved, therefore multi-objective algorithms are needed. In this chapter, multi-objective version of two meta-heuristics, CBO and ECBO, are developed and their applicability and performance are checked on a case study. The quality of the obtained results verifies the ability of these algorithms in finding optimal pareto front on this problem. Another tool that is utilized in this chapter is data envelopment analysis (DEA) which by calculating the efficiency of optimal pareto front layouts, can help decision makers to select the final layout among the candidates. It should be mentioned that the DEA has previously been used in models with multiple inputs and outputs.
Multi-objective Optimization of Construction Site Layout
Construction site layout planning is one of the managerial aspects of the construction industry and has significant impacts on performance of the sites. Since in real site layout optimization, many objectives are involved, therefore multi-objective algorithms are needed. In this chapter, multi-objective version of two meta-heuristics, CBO and ECBO, are developed and their applicability and performance are checked on a case study. The quality of the obtained results verifies the ability of these algorithms in finding optimal pareto front on this problem. Another tool that is utilized in this chapter is data envelopment analysis (DEA) which by calculating the efficiency of optimal pareto front layouts, can help decision makers to select the final layout among the candidates. It should be mentioned that the DEA has previously been used in models with multiple inputs and outputs.
Multi-objective Optimization of Construction Site Layout
Studies Comp.Intelligence
Kaveh, Ali (author) / Dadras Eslamlou, Armin (author)
Metaheuristic Optimization Algorithms in Civil Engineering: New Applications ; Chapter: 14 ; 309-330
2020-04-15
22 pages
Article/Chapter (Book)
Electronic Resource
English
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