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Air transport network optimization: analysis and selection of new markets

Air transport network optimization: analysis and selection of new markets 4OR https://doi.org/10.1007/s10288-022-00528-y PHD THESIS Air transport network optimization: analysis and selection of new markets Assia Kamal-Idrissi © Springer-Verlag GmbH Germany, part of Springer Nature 2022 This is a summary of the author’s Ph.D. thesis supervised by Jean-Charles Régin and Arnaud Malapert, and defended on October 19, 2020 at Université Côte d’Azur, France. The dissertation written in French is available at https://doi.org/10.13140/RG. 2.2.16357.27366. It is a collaboration with the company Milanamos under a CIFRE contract. Milanamos develops a decision tool for the analysis and simulation of airline markets. This tool analyzes twenty years of historical data stored in a NoSQL database and simulates markets to find a business opportunity. In the airline industry, route network development, schedule design, fleet assignment, aircraft routing, and crew scheduling represent the five facets of the air transportation optimization problem. In this work, we focus on the route network development problem which aims to reduce costs and maximize revenues by improving the quality of service. More specifically, we address the question of deciding whether to add a flight which connects new markets or modifying the frequency of an existing flight. A market corresponds to an ordered pair of airports called an Origin-Destination pair. The market http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png 4OR Springer Journals

Air transport network optimization: analysis and selection of new markets

Kamal-Idrissi, Assia
4OR , Volume 21 (2) – Jun 1, 2023
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Publisher
Springer Journals
Copyright
Copyright © Springer-Verlag GmbH Germany, part of Springer Nature 2022
ISSN
1619-4500
eISSN
1614-2411
DOI
10.1007/s10288-022-00528-y
Publisher site
See Article on Publisher Site

Abstract

4OR https://doi.org/10.1007/s10288-022-00528-y PHD THESIS Air transport network optimization: analysis and selection of new markets Assia Kamal-Idrissi © Springer-Verlag GmbH Germany, part of Springer Nature 2022 This is a summary of the author’s Ph.D. thesis supervised by Jean-Charles Régin and Arnaud Malapert, and defended on October 19, 2020 at Université Côte d’Azur, France. The dissertation written in French is available at https://doi.org/10.13140/RG. 2.2.16357.27366. It is a collaboration with the company Milanamos under a CIFRE contract. Milanamos develops a decision tool for the analysis and simulation of airline markets. This tool analyzes twenty years of historical data stored in a NoSQL database and simulates markets to find a business opportunity. In the airline industry, route network development, schedule design, fleet assignment, aircraft routing, and crew scheduling represent the five facets of the air transportation optimization problem. In this work, we focus on the route network development problem which aims to reduce costs and maximize revenues by improving the quality of service. More specifically, we address the question of deciding whether to add a flight which connects new markets or modifying the frequency of an existing flight. A market corresponds to an ordered pair of airports called an Origin-Destination pair. The market

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4OR – Springer Journals

Published: Jun 1, 2023

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