The Route Network Development Problem based on QSI Models

Abstract : The growth of air passenger needs has forced airlines to improve their quality of service. Airlines have to choose flight schedules by considering demand, passengers preferences and competitors. The problem of allocating a new flight involves the route network development, and consists to determine a set of (Origin-Destination) pairs to serve and then choose flight schedules with respect to the Quality of Service Index (QSI) model. In this PhD project, we work with a software tool developed by the company Milanamos that helps airline managers to make decisions about destinations to serve. As a starting point, we define the flight radius problem related to this software. It is a sub-problem of the route network development problem and aims to optimize the visualization of the pertinent network by showing only interesting airports regarding QSI model. In this paper, we present the problem of allocating a new flight and formulate the flight radius problem as a problem of finding maximal sub-graph. Our objective is to locate in the network what routes represent business opportunities and are attractive regarding competition so it can be visualized. We construct the graph from Milanamos the database using the time-independent approach and store it in Neo4j a graph database. We describe the process of generating and storing the graph in Neo4j and sum up by outlining the expected outcome.
Document type :
Conference papers
Liste complète des métadonnées

Cited literature [14 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01514375
Contributor : Assia Kamal Idrissi <>
Submitted on : Wednesday, April 26, 2017 - 10:28:47 AM
Last modification on : Monday, November 5, 2018 - 3:48:02 PM
Document(s) archivé(s) le : Thursday, July 27, 2017 - 12:30:07 PM

File

DCORES_2017_1.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : hal-01514375, version 1

Collections

Citation

Assia Kamal Idrissi, Arnaud Malapert, Rémi Jolin. The Route Network Development Problem based on QSI Models. The 6th International Conference on Operations Research and Enterprise Systems (ICORES 2017), Feb 2017, Porto, Portugal. pp.3-11. ⟨hal-01514375⟩

Share

Metrics

Record views

184

Files downloads

1165