 Output targeting and capacity utilization for a new-built airport: Analysis for the new airport in IstanbulSamet Güner and Halil İbrahim Cebeci Socio-Economic Planning Sciences, 2021, vol. 76, issue C Abstract: Output targeting and capacity utilization issues are crucial but troublesome tasks for the new airport projects. This study aims to identify the output targets for the new-built airport in Istanbul to be considered operationally efficient when compared to regional and global counterparts and to investigate the utilization rate of input resources. To do that, a novel two-stage approach was proposed. The first stage involves setting output targets using a modified DEA approach and multi-layered perceptron algorithm. Once the output targets are determined individually by these two methods, slack variable analysis of DEA was applied in the second stage to define the input slacks related to infrastructure. Analysis results revealed the passenger, cargo, and aircraft movement targets for each stage of the project. Input slacks were also identified, and possible avenues for input reduction were explored that would enhance capacity utilization. Keywords: Artificial neural network; Capacity utilization; Data envelopment analysis; Multi-layered perceptron algorithm; New-built airport; Output targeting (search for similar items in EconPapers) Downloads: (external link) Related works: Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text Persistent link: https://EconPapers.repec.org/RePEc:eee:soceps:v:76:y:2021:i:c:s0038012120308004 DOI: 10.1016/j.seps.2020.100963 Access Statistics for this article Socio-Economic Planning Sciences is currently edited by Barnett R. Parker More articles in Socio-Economic Planning Sciences from Elsevier |
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