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Optimization of Home Care Visits Schedule by Genetic Algorithm

  • Filipe Alves
  • Ana I. Pereira
  • Adília Fernandes
  • Paulo Leitão
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10835)

Abstract

Currently, it has been verified that population is increasingly aged and it is necessary to perform home services. These services include home care visits to patients with impossibility of travel to healthcare centers, where the health professionals perform the medical treatments. Usually, this home care services are performed by nurses that need transportation for this purpose. Therefore, it is necessary to make a schedule of these home care visits that, usually, is made manually by the healthcare center. This work aims to carry out an automatic schedule of home care visits of the healthcare Center of Bragança, Portugal, in order to reduce the travel costs and optimize the time spent on trips. The Genetic Algorithm was used to solve this problem. In this paper it is presented the schedule of home care visits for three days of the healthcare center.

Keywords

Optimization Schedule Home care Genetic algorithm 

Notes

Acknowledgements

The authors thank HCB, Bragança, Portugal. This work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT - Fundação para a Ciência e Tecnologia, Portugal, within the Project Scope: UID/CEC/00319/2013.

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Copyright information

© Springer International Publishing AG, part of Springer Nature 2018

Authors and Affiliations

  • Filipe Alves
    • 1
  • Ana I. Pereira
    • 1
    • 2
  • Adília Fernandes
    • 3
  • Paulo Leitão
    • 1
  1. 1.Research Centre in Digitalization and Intelligent Robotics (CeDRI)Instituto Politécnico de BragançaBragançaPortugal
  2. 2.Algoritmi R&D CentreUniversity of MinhoBragaPortugal
  3. 3.Instituto Politécnico de BragançaBragançaPortugal

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