Chapter
Jun 13, 2019
ASCE International Conference on Computing in Civil Engineering 2019

Integrating Fuzzy Agent-Based Modeling and Multi-Criteria Decision-Making for Analyzing Construction Crew Performance

Publication: Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation

ABSTRACT

Construction practitioners face considerable challenges when selecting economically feasible policies for maximizing crew motivation and performance. This paper proposes a methodology for integrating fuzzy agent-based modeling (FABM) with multi-criteria decision-making (MCDM) to develop a decision support system, which takes into account the complex relationships and social interactions between crews and crew members. This decision support system both accounts for the dynamic construction environment and captures the subjective and the objective factors that influence crew motivation and performance. The proposed methodology and decision support system are illustrated with a case study, which demonstrates that integration of FABM with MCDM serves to address subjective uncertainty when analyzing different policies related to crew motivation and performance. These findings can in turn help construction practitioners adopt economically feasible strategies to improve the motivation and performance of their crews, thus increasing their competitiveness in the market.

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REFERENCES

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Information & Authors

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Published In

Go to Computing in Civil Engineering 2019
Computing in Civil Engineering 2019: Visualization, Information Modeling, and Simulation
Pages: 569 - 576
Editors: Yong K. Cho, Ph.D., Georgia Institute of Technology, Fernanda Leite, Ph.D., University of Texas at Austin, Amir Behzadan, Ph.D., Texas A&M University, and Chao Wang, Ph.D., Louisiana State University
ISBN (Online): 978-0-7844-8242-1

History

Published online: Jun 13, 2019

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Authors

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Nebiyu Siraj Kedir, S.M.ASCE [email protected]
Ph.D. Student, Hole School of Construction Engineering, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 1-051 Markin/CNRL Natural Resources Engineering Facility, 9105 116 St. NW, Edmonton, AB T6G 2W2, Canada. E-mail: [email protected]
Mohammad Raoufi, A.M.ASCE [email protected]
Postdoctoral Fellow, Hole School of Construction Engineering, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 7-385 Donadeo Innovation Centre for Engineering, 9211 116 St. NW, Edmonton, AB T6G 1H9, Canada. E-mail: [email protected]
Aminah Robinson Fayek, M.ASCE [email protected]
Professor, Tier 1 Canada Research Chair in Fuzzy Hybrid Decision Support Systems for Construction, NSERC Industrial Research Chair in Strategic Construction Modeling and Delivery, and Ledcor Professor in Construction Engineering, Hole School of Construction Engineering, Dept. of Civil and Environmental Engineering, Univ. of Alberta, 7-287 Donadeo Innovation Centre for Engineering, 9211 116 St. NW, Edmonton, AB T6G 1H9, Canada. E-mail: [email protected]

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