An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs
碩士 === 國立交通大學 === 運輸與物流管理學系 === 106 === In recent years, airlines have been devoting more resources in cabin crew scheduling because of a rising awareness of fair working time. Airline crew scheduling problem was often decomposed into two sub-problems-crew pairing problem and crew rostering problem,...
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ndltd-TW-106NCTU54230662019-05-16T01:40:47Z http://ndltd.ncl.edu.tw/handle/7na6g7 An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs 考量公平性與實務成本之客艙組員排班 Fang, Hsu-Wen 方昫雯 碩士 國立交通大學 運輸與物流管理學系 106 In recent years, airlines have been devoting more resources in cabin crew scheduling because of a rising awareness of fair working time. Airline crew scheduling problem was often decomposed into two sub-problems-crew pairing problem and crew rostering problem, however, there should be an opportunity to reduce the cost by integrating both problem. Therefore, we propose an integer programming model and an algorithm to solve sub-problems simultaneously. The objective is to achieve minimum total scheduling cost, including flight cost, deadhead, hoteling cost and per diems, while ensure maximum fair working condition. For both models Taiwan’s Aircraft Flight Operation Regulations and airlines’ scheduling rules are considered. Computational test with real-life data from a Taiwan airline are presented. Our results shows the impact of per diems on the total cost are the most. Airlines should follow the company policy to make a trade-off between the cost and fairness. Hsiao, Chieh-Yu 蕭傑諭 2018 學位論文 ; thesis 54 zh-TW |
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碩士 === 國立交通大學 === 運輸與物流管理學系 === 106 === In recent years, airlines have been devoting more resources in cabin crew scheduling because of a rising awareness of fair working time. Airline crew scheduling problem was often decomposed into two sub-problems-crew pairing problem and crew rostering problem, however, there should be an opportunity to reduce the cost by integrating both problem. Therefore, we propose an integer programming model and an algorithm to solve sub-problems simultaneously. The objective is to achieve minimum total scheduling cost, including flight cost, deadhead, hoteling cost and per diems, while ensure maximum fair working condition. For both models Taiwan’s Aircraft Flight Operation Regulations and airlines’ scheduling rules are considered. Computational test with real-life data from a Taiwan airline are presented. Our results shows the impact of per diems on the total cost are the most. Airlines should follow the company policy to make a trade-off between the cost and fairness.
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author2 |
Hsiao, Chieh-Yu |
author_facet |
Hsiao, Chieh-Yu Fang, Hsu-Wen 方昫雯 |
author |
Fang, Hsu-Wen 方昫雯 |
spellingShingle |
Fang, Hsu-Wen 方昫雯 An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
author_sort |
Fang, Hsu-Wen |
title |
An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
title_short |
An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
title_full |
An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
title_fullStr |
An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
title_full_unstemmed |
An Airline Crew Scheduling Problem Considering Fairness and Empirical Costs |
title_sort |
airline crew scheduling problem considering fairness and empirical costs |
publishDate |
2018 |
url |
http://ndltd.ncl.edu.tw/handle/7na6g7 |
work_keys_str_mv |
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