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Original scientific paper
https://doi.org/10.17559/TV-20140428223907

An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment

Afshar Sahraei Loron ; Faculty of Civil and Architecture, Science and Research Branch, Islamic Azad University, Semnan, Iran
Mehrdad Sahraei Loron ; Faculty of Design and Architecture, University Putra Malaysia, Malaysia
Ghazal Peyvandi ; Faculty of Civil and Architecture, Science and Research Branch, Islamic Azad University, Semnan, Iran

Fulltext: english, pdf (549 KB) pages 383-389 downloads: 548* cite
APA 6th Edition
Loron, A.S., Loron, M.S. & Peyvandi, G. (2015). An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment. Tehnički vjesnik, 22 (2), 383-389. https://doi.org/10.17559/TV-20140428223907
MLA 8th Edition
Loron, Afshar Sahraei, et al. "An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment." Tehnički vjesnik, vol. 22, no. 2, 2015, pp. 383-389. https://doi.org/10.17559/TV-20140428223907. Accessed 19 Nov. 2019.
Chicago 17th Edition
Loron, Afshar Sahraei, Mehrdad Sahraei Loron and Ghazal Peyvandi. "An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment." Tehnički vjesnik 22, no. 2 (2015): 383-389. https://doi.org/10.17559/TV-20140428223907
Harvard
Loron, A.S., Loron, M.S., and Peyvandi, G. (2015). 'An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment', Tehnički vjesnik, 22(2), pp. 383-389. https://doi.org/10.17559/TV-20140428223907
Vancouver
Loron AS, Loron MS, Peyvandi G. An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment. Tehnički vjesnik [Internet]. 2015 [cited 2019 November 19];22(2):383-389. https://doi.org/10.17559/TV-20140428223907
IEEE
A.S. Loron, M.S. Loron and G. Peyvandi, "An integrated fuzzy analytic hierarchy process-fuzzy data envelopment analysis (FAHP-FDEA) method for intelligent building assessment", Tehnički vjesnik, vol.22, no. 2, pp. 383-389, 2015. [Online]. https://doi.org/10.17559/TV-20140428223907
Fulltext: croatian, pdf (549 KB) pages 383-389 downloads: 218* cite
APA 6th Edition
Loron, A.S., Loron, M.S. & Peyvandi, G. (2015). Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade. Tehnički vjesnik, 22 (2), 383-389. https://doi.org/10.17559/TV-20140428223907
MLA 8th Edition
Loron, Afshar Sahraei, et al. "Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade." Tehnički vjesnik, vol. 22, no. 2, 2015, pp. 383-389. https://doi.org/10.17559/TV-20140428223907. Accessed 19 Nov. 2019.
Chicago 17th Edition
Loron, Afshar Sahraei, Mehrdad Sahraei Loron and Ghazal Peyvandi. "Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade." Tehnički vjesnik 22, no. 2 (2015): 383-389. https://doi.org/10.17559/TV-20140428223907
Harvard
Loron, A.S., Loron, M.S., and Peyvandi, G. (2015). 'Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade', Tehnički vjesnik, 22(2), pp. 383-389. https://doi.org/10.17559/TV-20140428223907
Vancouver
Loron AS, Loron MS, Peyvandi G. Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade. Tehnički vjesnik [Internet]. 2015 [cited 2019 November 19];22(2):383-389. https://doi.org/10.17559/TV-20140428223907
IEEE
A.S. Loron, M.S. Loron and G. Peyvandi, "Integrirana metoda fuzzy analitičkog hijerarhijskog postupka i fuzzy analize podataka grupe (FAHP-FDEA) u ocjenjivanju inteligentne zgrade", Tehnički vjesnik, vol.22, no. 2, pp. 383-389, 2015. [Online]. https://doi.org/10.17559/TV-20140428223907

Abstracts
In the recent years, organizations and researchers have been focused on the intelligent building assessment in building design and construction. The performance of intelligent buildings (IBs) is measured based on the IB related characteristics and actual circumstances. This paper utilizes the fuzzy set theory, analytic hierarchy process (AHP), and data envelopment analysis (DEA), and offers an integrated fuzzy AHP-fuzzy DEA (FAHP-FDEA) method for intelligent building assessment. The fuzzy set theory is used to model the imprecise and vague data of the evaluation criteria. Since, the evaluation criteria have different importance in the evaluation process; FAHP is employed to determine the weight of criteria. Then, the weight of criteria is incorporated to a FDEA model to measure the intelligent buildings’ performance. The pure fuzzy AHP method can only compare a very limited number of decision alternatives, while the proposed FAHP-FDEA can rank a huge number of alternatives. A case study taken from the literature is considered to show applicability and effectiveness of the proposed FAHP-FDEA model. The results affirmed that the proposed method provides the consistent results with the existing methods in the literature. In addition, the proposed method enables decision makers to determine the results under different aspiration levels.

Keywords
decision making; FAHP, FDEA; fuzzy set theory; intelligent building assessment

Hrčak ID: 138099

URI
https://hrcak.srce.hr/138099

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