Single-machine scheduling with stepwise tardiness costs and release times

Author: C. D. Martland, C. F. Daganzo, C. F. Daganzo, C. F. Daganzo, C. F. Daganzo, C. Phillips, E. L. Lawler, E. R. Kraft, E. R. Kraft, E. R. Kraft, E. R. Petersen, E. R. Petersen, J. Curry, J. Curry, J. Du, J. P. De Sousa, J. R. Birge, L. A. Hall, M. A. Turnquist, M. van den Akker, M. van den Akker, M. W. P. Savelsbergh, P. Brucker, R. L. Graham
Publisher: American Institute of Mathematical Sciences (AIMS)

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We study a scheduling problem that belongs to the yard operations component of the railroad planning problems, namely the hump sequencing problem. The scheduling problem is characterized as a single-machine problem with stepwise tardiness cost objectives. This is a new scheduling criterion which is also relevant in the context of traditional machine scheduling problems. We produce complexity results that characterize some cases of the problem as pseudo-polynomially solvable. For the difficult-to-solve cases of the problem, we develop mathematical programming formulations, and propose heuristic algorithms. We test the formulations and heuristic algorithms on randomly generated single-machine scheduling problems and real-life datasets for the hump sequencing problem. Our experiments show promising results for both sets of problems

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