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Parallel machine scheduling with nested processing set restrictions
Authors:Yumei Huo  Joseph Y.-T. Leung
Affiliation:1. Department of Computer Science, CUNY at Staten Island, Staten Island, NY 10314, USA;2. Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA
Abstract:We consider the problem of scheduling a set of n independent jobs on m parallel machines, where each job can only be scheduled on a subset of machines called its processing set. The machines are linearly ordered, and the processing set of job j   is given by two machine indexes ajaj and bjbj; i.e., job j   can only be scheduled on machines aj,aj+1,…,bjaj,aj+1,,bj. Two distinct processing sets are either nested or disjoint. Preemption is not allowed. Our goal is to minimize the makespan. It is known that the problem is strongly NP-hard and that there is a list-type algorithm with a worst-case bound of 2-1/m2-1/m. In this paper we give an improved algorithm with a worst-case bound of 7/4. For two and three machines, the algorithm gives a better worst-case bound of 5/4 and 3/2, respectively.
Keywords:Nested processing set restrictions   Nonpreemptive scheduling   Makespan   NP-hard   Approximation algorithm   Worst-case bound
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