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2000-02

Heuristic Algorithms for Unrelated Parallel Machine Scheduling with a Common Due Date, Release Dates and Linear Earliness and Tardiness Penalties

by Bank, J., Werner, F..


Series: 2000-02, Preprints

MSC:
90B35 Scheduling theory, deterministic

Abstract:
This paper considers a scheduling problem where each of n jobs has to be processed without interruption on exactly one of m unrelated parallel machines. For each job, a release date and the processing times on each machine are given, and a common due date d is given for all jobs. The objective is to distribute the jobs to the machines and to schedule
the jobs assigned to each machine such that the weighted sum
of linear earliness and tardiness penalties is minimal. For this problem,
we derive some structural properties useful in connection with the search for an approximate solution.
Furthermore, we present various constructive and iterative heuristic algorithms which are compared on problems with up to 500 jobs and 20 machines.

Keywords:
Unrelated parallel machines, release dates, common due date, ealiness and tardiness penalties, constructive heuristics, local search

This paper was published in:
Mathematical and Computer Modelling 33, 2001, 363 - 383.