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Resource Sharing-Based Multiobjective Multistage Construction Equipment Allocation under Fuzzy Environment.

Authors :
Xu, Jiuping
Meng, Jun
Zeng, Ziqiang
Wu, Shiyong
Shen, Manbin
Source :
Journal of Construction Engineering & Management. Jan2013, Vol. 139 Issue 2, p161-173. 13p. 1 Color Photograph, 8 Diagrams, 11 Charts, 1 Graph.
Publication Year :
2013

Abstract

This paper presents a resource sharing-based construction equipment allocation problem with multiple stages under a fuzzy environment. A multiobjective multistage decision-making model is established in which the equipment failure rate is regarded as a fuzzy variable. In contrast to traditional assignment problems, the principle of resource sharing modes including space and time sharing is considered to be based on the project practice. In addition, a dynamic programming-based genetic algorithm is developed to find feasible solutions and a dynamic programming-based initialization, and crossover and mutation are designed to avoid infeasible solutions. Finally, the Jinping-I Hydropower Project is used as a practical example to demonstrate the practicality and efficiency of the model. The comparisons and analysis of results are presented to highlight the performance of the optimization method, which is proved to be more effective and efficient than the standard genetic algorithm. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07339364
Volume :
139
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Construction Engineering & Management
Publication Type :
Academic Journal
Accession number :
85340614
Full Text :
https://doi.org/10.1061/(ASCE)CO.1943-7862.0000593