Analysis of a time-dependent scheduling problem by signatures of deterioration rate sequences

Authors:
Stanisław Gawiejnowicz;Wiesław Kurc;Lidia Pankowska
Affiliations:
Faculty of Mathematics and Computer Science, Adam Mickiewicz University, Poznań, Poland;Faculty of Mathematics and Computer Science, Adam Mickiewicz University, Poznań, Poland;Faculty of Mathematics and Computer Science, Adam Mickiewicz University, Poznań, Poland
Venue:
Discrete Applied Mathematics - Special issue: International symposium on combinatorial optimization CO'02
Year:
2006

Citing 5
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Abstract

In the paper a single machine time-dependent scheduling problem is considered. The processing time pj of each job is described by a function of the starting time t of the job, pj = 1 + αjt, where the job deterioration rate αj ≥0 for j = 0, 1, ..., n and t ≥0. Jobs are nonpreemptable and independent, there are no ready times and no deadlines. The criterion of optimality of a schedule is the total completion time.First, the notion of a signature for a given sequence of job deterioration rates is introduced, two types of the signature are defined and their properties are shown. Next, on the basis of these properties a greedy polynomial-time approximation algorithm for the problem is formulated. This algorithm, starting from an initial sequence, iteratively constructs a new sequence concatenating the previous sequence with new elements, according to the sign of one of the signatures of this sequence.Finally, these results are applied to the problem with job deterioration rates which are consecutive natural numbers, αj = j for j = 0, 1, ...,n. Arguments supporting the conjecture that in this case the greedy algorithm is optimal are presented.