Scheduling problem with multi-purpose parallel machines

  • Authors:
  • Rosiane De Freitas Rodrigues;Mitre Costa Dourado;Jayme Luiz Szwarcfiter

  • Affiliations:
  • DCC/ICE, Federal University of Amazonas - UFAM, PESC/COPPE - UFRJ, 69077000, Brazil;IM, Federal University of Rio de Janeiro - UFRJ, Rio de Janeiro - RJ, Brazil;IM, COPPE and NCE, Federal University of Rio de Janeiro - UFRJ, Rio de Janeiro - RJ, Brazil

  • Venue:
  • Discrete Applied Mathematics
  • Year:
  • 2014

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Abstract

We consider a multi-purpose identical parallel machine scheduling problem, in which jobs should be executed on some machine belonging to a given subset of the set of machines. The problem is PMPM|r"j;p"j=1|@?w"jU"j, where there are n independent unit-time jobs, time window constraints, m identical parallel multi-purpose machines, and the objective is the minimization of the total weighted number of tardy jobs. The best previous complexity for this problem is O(n^2m(n+logm)), employing network flow techniques. We develop an algorithm that handles successive nesting of on-time jobs more efficiently, with O(n^3) overall time complexity.