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Scheduling uniform machines with restricted assignment

Shuguang Li, Zhimeng Liu

2022Mathematical Biosciences & Engineering31 citationsDOIOpen Access PDF

Abstract

The problem of minimizing makespan (maximum completion time) on uniform machines with restricted assignment is considered. The machines differ in their speeds and functionalities. Each job has a set of machines to which it can be assigned, called its processing set. The goal is to finish the jobs as soon as possible. There exist 4/3-approximation algorithms for the cases of inclusive and tree-hierarchical assignment restrictions, under an assumption that machines with higher capabilities also run at higher speeds. We eliminate the assumption and present algorithms with approximation ratios 2 and 4/3 for both cases.

Topics & Concepts

Job shop schedulingScheduling (production processes)Computer scienceMathematical optimizationApproximation algorithmSet (abstract data type)Tree (set theory)AlgorithmMathematicsCombinatoricsRouting (electronic design automation)Computer networkProgramming languageScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationOptimization and Packing Problems