TY - GEN
T1 - Decision making in adaptive manufacturing systems
T2 - Symposium Series on Computational Intelligence, IEEE SSCI 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2011
AU - Klöpper, Benjamin
AU - Honiden, Shinichi
AU - Pater, Jan Patrick
AU - Dangelmaier, Wilhelm
PY - 2011/8/11
Y1 - 2011/8/11
N2 - Adaptive and service-oriented manufacturing proposes manufacturing systems which can be rapidly changed in accordance to changing production programs and customer individual production. Increasing customer specific manufacturing and new trends such as Sustainable Manufacturing create a complex system of objectives. Human dispatcher controlling these manufacturing systems must be properly supported to consider all required objectives. Due to the reduced insight into the adapting manufacturing systems, classical single optimization approaches with a rigid definition of a single objective function and hard optimization constraints are not appropriate any more. This paper introduces a decision making framework based on multi-objective scheduling. The decision making process consists of a multi-objective scheduling process and an interface for schedule selection. The interface combines the decision making approaches outranking and preference elicitation.
AB - Adaptive and service-oriented manufacturing proposes manufacturing systems which can be rapidly changed in accordance to changing production programs and customer individual production. Increasing customer specific manufacturing and new trends such as Sustainable Manufacturing create a complex system of objectives. Human dispatcher controlling these manufacturing systems must be properly supported to consider all required objectives. Due to the reduced insight into the adapting manufacturing systems, classical single optimization approaches with a rigid definition of a single objective function and hard optimization constraints are not appropriate any more. This paper introduces a decision making framework based on multi-objective scheduling. The decision making process consists of a multi-objective scheduling process and an interface for schedule selection. The interface combines the decision making approaches outranking and preference elicitation.
UR - http://www.scopus.com/inward/record.url?scp=79961195486&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79961195486&partnerID=8YFLogxK
U2 - 10.1109/CICA.2011.5945758
DO - 10.1109/CICA.2011.5945758
M3 - Conference contribution
AN - SCOPUS:79961195486
SN - 9781424499038
T3 - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
SP - 123
EP - 130
BT - IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CICA 2011 - 2011 IEEE Symposium on Computational Intelligence in Control and Automation
Y2 - 11 April 2011 through 15 April 2011
ER -
