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A note on a single machine scheduling problem with generalized total tardiness objective function

Published: 01 January 2012 Publication History

Abstract

In this note, we consider a single machine scheduling problem with generalized total tardiness objective function. A pseudo-polynomial time solution algorithm is proposed for a special case of this problem. Moreover, we present a new graphical algorithm for another special case, which corresponds to the classical problem of minimizing the weighted number of tardy jobs on a single machine. The latter algorithm improves the complexity of an existing pseudo-polynomial algorithm by Lawler. Computational results are presented for both special cases considered.

References

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Moore, J.M., An n job, one machine sequencing algorithm for minimizing the number of late jobs. Management Sci. v15 i1. 102-109.
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Du, J. and Leung, J.Y.-T., Minimizing total tardiness on one processor is NP-hard. Math. Oper. Res. v15. 483-495.
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Lazarev, A.A. and Gafarov, E.R., Special case of the single-machine total tardiness problem is NP-hard. J. Comput. Systems Sci. Internat. v45 i3. 450-458.
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Lawler, E.L., A pseudopolynomial algorithm for sequencing jobs to minimize total tardiness. Ann. Discrete Math. v1. 331-342.
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Lazarev, A.A. and Werner, F., Algorithms for special cases of the single machine total tardiness problem and an application to the even-odd partition problem. Math. Comput. Modelling. v49 i9-10. 2061-2072.
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Lawler, E.L. and Moore, J.M., A functional equation and its application to resource allocation and sequencing problems. Management Sci. v16. 77-84.
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Lazarev, A.A. and Werner, F., A graphical realization of the dynamic programming method for solving NP-hard combinatorial problems. Comput. Math. Appl. v58 i4. 619-631.
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E.R. Gafarov, A.A. Lazarev, F. Werner, A polynomial time graphical algorithm for maximizing total tardiness on a single machine, preprint 12/10, FMA, Otto-von-Guericke-Universität Magdeburg, 2010.
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Published In

cover image Information Processing Letters
Information Processing Letters  Volume 112, Issue 3
January, 2012
51 pages

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Elsevier North-Holland, Inc.

United States

Publication History

Published: 01 January 2012

Author Tags

  1. Graphical algorithm
  2. Number of tardy jobs
  3. Pseudo-polynomial algorithm
  4. Scheduling
  5. Single machine
  6. Total late work
  7. Total tardiness

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