TY - GEN
T1 - Goal programming for supply chain optimization with insufficient capacity
AU - Chiriki, Mohan
AU - Lee, Yooneun
AU - Prabhu, Vittaldas V.
N1 - Publisher Copyright:
© 2017, IFIP International Federation for Information Processing.
PY - 2017
Y1 - 2017
N2 - This article presents three different approaches to modeling and solving the classic transportation-location problem including the traditional cost-minimization mixed integer linear program. It is shown that modeling these problems as a profit maximization mixed integer program instead allows for the relaxation of a set of constraints. An alternative multi-objective optimization model using goal programming is also presented. A representative model of the fluid milk supply chain in the U.S. is developed to demonstrate the scenarios and solutions achieved by the three different models to conclude that the multi-objective model is a robust approach to solve these optimization problems even when there is only a single explicit objective.
AB - This article presents three different approaches to modeling and solving the classic transportation-location problem including the traditional cost-minimization mixed integer linear program. It is shown that modeling these problems as a profit maximization mixed integer program instead allows for the relaxation of a set of constraints. An alternative multi-objective optimization model using goal programming is also presented. A representative model of the fluid milk supply chain in the U.S. is developed to demonstrate the scenarios and solutions achieved by the three different models to conclude that the multi-objective model is a robust approach to solve these optimization problems even when there is only a single explicit objective.
UR - http://www.scopus.com/inward/record.url?scp=85029435079&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85029435079&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-66926-7_9
DO - 10.1007/978-3-319-66926-7_9
M3 - Conference contribution
AN - SCOPUS:85029435079
SN - 9783319669250
T3 - IFIP Advances in Information and Communication Technology
SP - 73
EP - 80
BT - Advances in Production Management Systems
A2 - Kiritsis, Dimitris
A2 - Thoben, Klaus-Dieter
A2 - Lodding, Hermann
A2 - Riedel, Ralph
A2 - von Cieminski, Gregor
PB - Springer New York LLC
T2 - IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2017
Y2 - 3 September 2017 through 7 September 2017
ER -