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A new mathematical model for determining optimal workforce planning of pilots in an airline company
- Source :
- Complex & Intelligent Systems
- Publication Year :
- 2021
- Publisher :
- Springer International Publishing, 2021.
-
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.
- Subjects :
- 0209 industrial biotechnology
Technology
Operations research
Computer science
0211 other engineering and technologies
Aircraft types
Time horizon
02 engineering and technology
Plan (drawing)
Strategic human resource planning
Computer Science, Artificial Intelligence
CAPACITY
Officer
020901 industrial engineering & automation
Mixed integer programming
Production (economics)
OPTIMIZATION
Integer programming
021103 operations research
Science & Technology
Airline workforce planning
General Medicine
Pilots
Workforce
Computer Science
Workforce planning
Original Article
Mathematical modeling
Subjects
Details
- Language :
- English
- ISSN :
- 21986053 and 21994536
- Database :
- OpenAIRE
- Journal :
- Complex & Intelligent Systems
- Accession number :
- edsair.doi.dedup.....a2e166c4367ac0ccae148dfb0217d5a6