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A Problem of Scheduling Jobs with Non-Monotonic Stepwise Values
Volume 25, Issue 1 (2014), pp. 37–53
Adam Janiak   Tomasz Krysiak   Radosław Trela  

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https://doi.org/10.15388/Informatica.2014.03
Pub. online: 1 January 2014      Type: Research Article     

Received
1 November 2011
Accepted
1 November 2013
Published
1 January 2014

Abstract

The paper deals with a parallel processor scheduling problem with changeable job values. Contrary to other papers in this area, we assume that job values are characterized by a non-monotonic stepwise functions of job completion times (previously only non-increasing functions have been considered). We give examples of real-life systems that can be modelled in such a way, in order to show that the problem is interesting from practical point of view. The problem is shown to be NP-hard and a pseudo-polynomial time algorithm for its special case is constructed. Moreover, a number of heuristic algorithms is provided and experimentally tested.

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Keywords
scheduling parallel processors non-monotonic job value pseudo-polynomial algorithm heuristic

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INFORMATICA

  • Online ISSN: 1822-8844
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