Scheduling uniform machines with restricted assignment
Shuguang Li, Zhimeng Liu
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