The ATC work shift scheduling based on multistart simulated annealing and regular expressions

Mateos Caballero, Alfonso and Tello Caballo, Faustino and Jiménez Martín, Antonio and Fernández del Pozo de Salamanca, Juan Antonio (2018). The ATC work shift scheduling based on multistart simulated annealing and regular expressions. In: "5th-2018 International Conference on Control, Decision and Information Technologies", 10-13 Apr 2018, Tesalónica, Grecia. pp. 1-6. https://doi.org/10.1109/CoDIT.2018.8394783.

Description

Title: The ATC work shift scheduling based on multistart simulated annealing and regular expressions
Author/s:
  • Mateos Caballero, Alfonso
  • Tello Caballo, Faustino
  • Jiménez Martín, Antonio
  • Fernández del Pozo de Salamanca, Juan Antonio
Item Type: Presentation at Congress or Conference (Article)
Event Title: 5th-2018 International Conference on Control, Decision and Information Technologies
Event Dates: 10-13 Apr 2018
Event Location: Tesalónica, Grecia
Title of Book: CoDIT 2018: 5th-2018 International Conference on Control, Decision and Information Technologies
Date: 2018
Subjects:
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In this paper we propose a new approach to solving the air traffic controller (ATC) work shift scheduling problem. This approach that minimizes the number of ATCs required to cover a given airspace sectoring, while satisfying a set of ATC labor conditions. First, initial feasible solutions are built using a heuristic, and then multistart simulated annealing is used to reach optimal solutions. In the search process, we use regular expressions to check the feasibility of the visited solutions. This provides high testing speed. Once the optimal ATC number is reached, it is used as the initial solution for a new optimization process aimed at balancing the ATC workloads.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainMTM2017-83132-C2-2-RUnspecifiedUnspecifiedUnspecified
Government of SpainMTM2014-56949-C3-2-RUnspecifiedUniversidad Politécnica de MadridApoyo a decisiones en análisis de riesgos. Seguridad operacional aérea

More information

Item ID: 54732
DC Identifier: http://oa.upm.es/54732/
OAI Identifier: oai:oa.upm.es:54732
DOI: 10.1109/CoDIT.2018.8394783
Official URL: https://ieeexplore.ieee.org/document/8394783
Deposited by: Memoria Investigacion
Deposited on: 16 May 2019 08:55
Last Modified: 16 May 2019 08:55
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