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A Variable Neighbourhood Search Enhancement for the Shift Sequence Based Method of the Personal Scheduling in Hospitals

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Information and Software Technologies (ICIST 2012)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 319))

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Abstract

The problem of personal scheduling in hospitals is an important problem of applied combinatorial optimization. Numerous specialized heuristics as well as metaheuristic methods have been proposed for solving that problem. The recently proposed shift sequence based method is one of the most efficient. In the present paper we propose an enhancement making that method faster, and improving its general performance. The original and enhanced versions of the algorithm have been compared using the real data from one of the main Lithuanian hospitals.

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References

  1. Aickelin, U., Dowsland, K.: An Indirect Genetic Algorithm for a Nurse Scheduling Problem. Computers and Operations Research 31(5), 761–778 (2004)

    Article  MATH  Google Scholar 

  2. Aickelin, U., Jingpeng, L.: An Estimation of Distribution Algorithm for Nurse Scheduling. Annals of Operations Research 155(1), 289–309 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  3. Aickelin, U., White, P.: Building Better Nurse Scheduling Algorithms. Annals of Operations Research 128(1-4), 159–177 (2004)

    Article  MATH  Google Scholar 

  4. Azaiez, M.N., Al Sharif, S.S.: A 0-1 goal programming model for nurse scheduling. Computers and Operations Research 32, 491–507 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  5. Brucker, P., Burke, E., Curtois, T., Qu, R., Vanden Berghe, G.: A shift sequence based approach for nurse scheduling and a new benchmark dataset. Journal of Heuristics 16(4), 559–573 (2010)

    Article  MATH  Google Scholar 

  6. Burke, E., Curtois, T., Post, G., Qu, R., Veltman, B.: A hybrid heuristic ordering and variable neighbourhood search for the nurse rostering problem. European Journal of Operational Research 188(2), 330–341 (2008)

    Article  MATH  Google Scholar 

  7. Ikegami, A., Niwa, A.: A subproblem-centric model and approach to the nurse scheduling problem. Mathematical Programming 97(3), 517–541 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  8. Jingpeng, L., Aickelin, U.: Bayesian Optimisation Algorithm for Nurse Scheduling. In: Scalable Optimization via Probabilistic Modeling, pp. 315–332 (2006)

    Google Scholar 

  9. Kundu, S., Mahato, M., Mahanty, B., Acharyya, S.: Comparative Performance of Simulated Annealing and Genetic Algorithm in Solving Nurse Scheduling Problem. In: IMECS 2008, vol. I (2008)

    Google Scholar 

  10. Selman, B., Kautz, H.A.: An Empirical Study of Greedy Local Search for Satisfiability Testing. In: Proceedings of the Eleventh National Conference of Artificial Inteligence, pp. 46–51 (1993)

    Google Scholar 

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© 2012 Springer-Verlag Berlin Heidelberg

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Liogys, M., Zilinskas, A. (2012). A Variable Neighbourhood Search Enhancement for the Shift Sequence Based Method of the Personal Scheduling in Hospitals. In: Skersys, T., Butleris, R., Butkiene, R. (eds) Information and Software Technologies. ICIST 2012. Communications in Computer and Information Science, vol 319. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-33308-8_2

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  • DOI: https://doi.org/10.1007/978-3-642-33308-8_2

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-33307-1

  • Online ISBN: 978-3-642-33308-8

  • eBook Packages: Computer ScienceComputer Science (R0)

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