TY - GEN
T1 - Multi-objective optimization for worker cross-training
T2 - 2020 Genetic and Evolutionary Computation Conference, GECCO 2020
AU - Beham, Andreas
AU - Hauder, Viktoria A.
AU - Karder, Johannes
AU - Altendorfer, Klaus
N1 - Publisher Copyright:
© 2020 Owner/Author.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/7/8
Y1 - 2020/7/8
N2 - Worker cross-training is a problem arising in many industries and companies that involve human work, since workers that possess multiple skills, i.e., a qualification profile, may be employed more flexible on a day-to-day basis. At the same time it can be assumed that these workers are also incur a higher personnel cost. It is therefore of high interest to a company to balance the available skills such that customer deadlines can be met in a cost-efficient way. In this work we extend a simulation-based optimization approach with a third objective and apply NSGA-II.
AB - Worker cross-training is a problem arising in many industries and companies that involve human work, since workers that possess multiple skills, i.e., a qualification profile, may be employed more flexible on a day-to-day basis. At the same time it can be assumed that these workers are also incur a higher personnel cost. It is therefore of high interest to a company to balance the available skills such that customer deadlines can be met in a cost-efficient way. In this work we extend a simulation-based optimization approach with a third objective and apply NSGA-II.
KW - Multi-objective optimization
KW - Simulation-based optimization
KW - Skill management
UR - http://www.scopus.com/inward/record.url?scp=85089745616&partnerID=8YFLogxK
U2 - 10.1145/3377929.3389960
DO - 10.1145/3377929.3389960
M3 - Conference contribution
AN - SCOPUS:85089745616
T3 - GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
SP - 257
EP - 258
BT - GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
PB - Association for Computing Machinery, Inc
Y2 - 8 July 2020 through 12 July 2020
ER -