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A new mathematical model for determining optimal workforce planning of pilots in an airline company
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A new mathematical model for determining optimal workforce planning of pilots in an airline company.pdf | Published version | 3.55 MB | Adobe PDF | View/Open |
Title: | A new mathematical model for determining optimal workforce planning of pilots in an airline company |
Authors: | Akyurt, IZ Kuvvetli, Y Deveci, M Garg, H Yuzsever, M |
Item Type: | Journal Article |
Abstract: | This study aims to model a workforce-planning problem of pilot roles which include captain and first officer in an airline company and to make an efficient plan having maximal utilization of minimum workforce requirements. To tackle this problem, a mixed integer programming based a new mathematical model is proposed. The model considers different conditions such as employing pilots with different skill types, resignations, retirements, holidays of pilots, transitions between different skills regarding needs of the demands during the planning horizon. The application of the proposed approach is investigated using a case study with real-world data from an airline company in Turkey. The results show that a company can use transitions instead of new employment and this is a more suitable medium-term production and human resource planning decision. |
Issue Date: | 21-May-2021 |
Date of Acceptance: | 19-Apr-2021 |
URI: | http://hdl.handle.net/10044/1/99619 |
DOI: | 10.1007/s40747-021-00386-x |
ISSN: | 2198-6053 |
Publisher: | Springer |
Start Page: | 429 |
End Page: | 441 |
Journal / Book Title: | Complex and Intelligent Systems |
Volume: | 8 |
Issue: | 1 |
Copyright Statement: | © The Author(s) 2021 |
Keywords: | Science & Technology Technology Computer Science, Artificial Intelligence Computer Science Airline workforce planning Mathematical modeling Pilots Aircraft types Mixed integer programming CAPACITY OPTIMIZATION Aircraft types Airline workforce planning Mathematical modeling Mixed integer programming Pilots Science & Technology Technology Computer Science, Artificial Intelligence Computer Science Airline workforce planning Mathematical modeling Pilots Aircraft types Mixed integer programming CAPACITY OPTIMIZATION |
Publication Status: | Published |
Appears in Collections: | Earth Science and Engineering |
This item is licensed under a Creative Commons License