Abstract
We consider the problem of finding a permutation of jobs that minimizes \(\sum _{j}w_jf(C_j)\) on a single machine for some non-negative, non-decreasing global cost function f. We are interested in universal solutions that perform well for all functions f simultaneously. We construct universal sequences that are within a factor of 4 of the optimal cost for any f. Furthermore, we analyze the tradeoff between the robustness for all cost functions and the approximation of the well understood case of linear cost functions.
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References
Chrobak, M., Kenyon-Mathieu, C.: SIGACT news online algorithms column 10: competitiveness via doubling. SIGACT News 37(4), 115–126 (2006)
Epstein, L., Levin, A., Marchetti-Spaccamela, A., Megow, N., Mestre, J., Skutella, M., Stougie, L.: Universal sequencing on a single unreliable machine. SIAM J. Comput. 41(3), 565–586 (2012)
Hall, L.A., Schulz, A.S., Shmoys, D.B., Wein, J.: Scheduling to minimize average completion time: Off-line and on-line approximation algorithms. Math. Oper. Res. 22, 513–544 (1997)
Höhn, W., Jacobs, T.: On the performance of Smith’s rule in single-machine scheduling with nonlinear cost. ACM Trans. Algorithms 11(4) 25 (2015)
Megow, N., Mestre, J.: Instance-sensitive robustness guarantees for sequencing with unknown packing and covering constraints. In: Proceedings of the 4th Conference on Innovations in Theoretical Computer Science (ITCS 2013), pp. 495–504 (2013)
Megow, N., Mestre, J.: On the tradeoff between robustness and approximation. Manuscript (2015)
Megow, N., Verschae, J.: Dual techniques for scheduling on a machine with varying speed. In: Proceedings of the 40th International Colloquium on Automata, Languages and Programming (ICALP 2013), Lecture Notes in Computer Science, vol. 7965, pp. 745–756. Springer (2013)
Rothkopf, M.H.: Scheduling independent tasks on parallel processors. Manag. Sci. 12, 437–447 (1966)
Smith, W.E.: Various optimizers for single-stage production. Nav. Res. Logist. Q. 3, 59–66 (1956)
Stiller, S., Wiese, A.: Increasing speed scheduling and flow scheduling. In: Proceedings of the 21st Symposium on Algorithms and Computation (ISAAC 2010), Lecture Notes in Computer Science, vol. 6507, pp. 279–290. Springer (2010)
Yuan, J.: The NP-hardness of the single machine common due date weighted tardiness problem. Syst. Sci. Math. Sci. 5(4), 328–333 (1992)
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Megow, N. (2015). Robustness and Approximation for Universal Sequencing. In: Schulz, A., Skutella, M., Stiller, S., Wagner, D. (eds) Gems of Combinatorial Optimization and Graph Algorithms . Springer, Cham. https://doi.org/10.1007/978-3-319-24971-1_13
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DOI: https://doi.org/10.1007/978-3-319-24971-1_13
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