Branch-and-bound method for minimizing the weighted completion time scheduling problem on a single machine with release dates

  • Authors:
  • Rabia Nessah;Imed Kacem

  • Affiliations:
  • IESEG School of Management, CNRS-LEM (UMR 8179), 3 rue de la Digue, 59000 Lille, France;Université Paul Verlaine - Metz (UPVM), UFR M.I.M/LITA Laboratory, Ile du Saulcy BP 80794, 57012 Metz, France

  • Venue:
  • Computers and Operations Research
  • Year:
  • 2012

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Abstract

In this paper, we consider a single-machine scheduling problem with release dates. The aim is to minimize the total weighted completion time. This problem is known to be strongly NP-hard. We propose two new lower bounds that can be, respectively, computed in O(n^2) and in O(nlogn) time where n is the number of jobs. We prove a sufficient and necessary condition for local optimality, which can also be considered as a priority rule. We present an efficient heuristic using such a condition. We also propose some dominance properties. A branch-and-bound algorithm incorporating the heuristic, the lower bounds and the dominance properties is proposed and tested on a large set of instances.