Title
Optimisation algorithms for parallel machine scheduling problems with setup times
Abstract
ABSTRACTParallel machine scheduling is a problem of high practical relevance for the manufacturing industry. In this paper, we address a variant in which an unweighted combination of earliness, tardiness and setup times aggregated in a single objective function is minimised. We compare an Evolutionary Algorithm (EA) approach with a variant of local search implementing a probabilistic Best Response Dynamic algorithm (p-BRD) inspired by game theoretic considerations. Our p-BRD algorithm achieved promising results outperforming the EA on a series of test sets.
Year
DOI
Venue
2021
10.1145/3449726.3459487
Genetic and Evolutionary Computation Conference
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
0
5
Name
Order
Citations
PageRank
Fabian Kittel100.34
Jannik Enenkel200.34
Michael Guckert300.68
Jana Holznigenkemper400.34
neil b urquhart58314.70