Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/80032
Title: ANFIS multi criteria decision making for overseas construction projects : a methodology
Authors: Utama, WP 
Chan, APC 
Zulherman
Zahoor, H
Gao, R 
Jumas, DY
Issue Date: 2018
Publisher: Institute of Physics Publishing
Source: IOP conference series : earth and environmental science, 2018, v. 117, conference 1, 12043, p. 1-7 How to cite?
Journal: IOP conference series : earth and environmental science 
Abstract: A critical part when a company targeting a foreign market is how to make a better decision in connection with potential project selection. Since different attributes of information are often incomplete, imprecise and ill-defined in overseas projects selection, the process of decision making by relying on the experiences and intuition is a risky attitude. This paper aims to demonstrate a decision support method in deciding overseas construction projects (OCPs). An Adaptive Neuro-Fuzzy Inference System (ANFIS), the amalgamation of Neural Network and Fuzzy Theory, was used as decision support tool to decide to go or not go on OCPs. Root mean square error (RMSE) and coefficient of correlation (R) were employed to identify the ANFIS system indicating an optimum and efficient result. The optimum result was obtained from ANFIS network with two input membership functions, Gaussian membership function (gaussmf) and hybrid optimization method. The result shows that ANFIS may help the decision-making process for go/not go decision in OCPs.
Description: 3rd International Conference on Research Methodology for Built Environment and Engineering 2017, ICRMBEE 2017, 8-9 November 2017
URI: http://hdl.handle.net/10397/80032
ISSN: 1755-1307
DOI: 10.1088/1755-1315/117/1/012043
Rights: Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence (https://creativecommons.org/licenses/by/3.0/). Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
Published under licence by IOP Publishing Ltd
The following publication Utama, W. P., Chan, A. P. C., Zulherman, Zahoor, H., Gao, R., & Jumas, D. Y. (2018). ANFIS multi criteria decision making for overseas construction projects: A methodology. IOP conference series : earth and environmental science, 2018, 117, conference 1, 12043, 1-7 is available at https://dx.doi.org/10.1088/1755-1315/117/1/012043
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