Minimizing the number of late jobs on parallel machines with alpha time windows
Résumé
We consider the problem of minimization the number of late jobs on parallel machines in presence of alpha time windows (di = ri + pi + alpha for all jobs). We prove the NPcompleteness of this problem even when m = 2 and di = d for all jobs. We develop a lower bound by solving a minimum cost flow problem associated to a relaxation of the problem. A set of heuristics are presented to minimize the number of late jobs based on a job-focused and machine-focused approach. A simulation experiment is realized to test the effectiveness of heuristics regarding the lower bound. This simulation has been computed for 1; 2; 5; 10; 15 and 20 machines and it shows that the best heuristic has an average deviation to the bound of 4.88%, 6.35%, 7.38%, 7.5%, 7.87% and 7.64% respectively.
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