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An Effective Heuristic for a Single-Machine Scheduling Problem with Family Setups and Resource Constraints

  • Júlio C. S. N. Pinheiro
  • José E. C. ArroyoEmail author
  • Ricardo G. Tavares
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 11353)

Abstract

This paper presents a simple and effective iterated greedy heuristic to minimize the total tardiness in a single-machine scheduling problem. In this problem the jobs are classified in families and setup times are required between the processing of two jobs of different families. Each job requires a certain amount of resource that is supplied through upstream processes. The total resource consumed must not exceed the resource supply up. Therefore, jobs may have to wait and the machine has to be idle due to an insufficient availability of the resource. The iterated greedy heuristic is tested over an extensive computational experience on benchmark of instances from the literature and randomly generated in this work. Results show that the developed heuristic significantly outperforms a state-of-the-art heuristic in terms of solution quality.

Keywords

Single machine scheduling Family setup-times Resource constraints Total tardiness Meta-heuristics 

Notes

Acknowledgments

The authors thanks the financial support of FAPEMIG, CAPES and CNPq, Brazilian research agencies.

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Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  • Júlio C. S. N. Pinheiro
    • 1
  • José E. C. Arroyo
    • 1
    Email author
  • Ricardo G. Tavares
    • 1
  1. 1.Department of Computer ScienceUniversidade Federal de ViçosaViçosaBrazil

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