Rights statement: The final, definitive version of this article has been published in the Journal, Computers and Operations Research, 52 (Part B), 2014, © ELSEVIER.
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Research output: Contribution to Journal/Magazine › Journal article › peer-review
Research output: Contribution to Journal/Magazine › Journal article › peer-review
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TY - JOUR
T1 - Variable neighborhood search for the workload balancing problem in service enterprises
AU - Nguyen, Thi
AU - Wright, Mike
N1 - The final, definitive version of this article has been published in the Journal, Computers and Operations Research, 52 (Part B), 2014, © ELSEVIER.
PY - 2014/12
Y1 - 2014/12
N2 - In this paper, we consider a major telecommunication service company facing seasonal demand and time-varying capacity. A uniform lead-time, which is the maximum time span a customer has to wait before receiving the required service, is quoted to all customers. We present quadratic integer programming model for the problem of scheduling jobs to meet the promised lead-time with objective of workload balancing across time. Since in practice, solving such a problem to optimality can be very dicult, two variants of a variable neighborhood search heuristic are proposed. Extensive computational testsshow that our approaches are able to provide high quality solutions efficiently.
AB - In this paper, we consider a major telecommunication service company facing seasonal demand and time-varying capacity. A uniform lead-time, which is the maximum time span a customer has to wait before receiving the required service, is quoted to all customers. We present quadratic integer programming model for the problem of scheduling jobs to meet the promised lead-time with objective of workload balancing across time. Since in practice, solving such a problem to optimality can be very dicult, two variants of a variable neighborhood search heuristic are proposed. Extensive computational testsshow that our approaches are able to provide high quality solutions efficiently.
KW - Scheduling
KW - Quadratic integer programming
KW - Variable neighborhood search
KW - Meta-heuristic
KW - Capacity management
U2 - 10.1016/j.cor.2013.07.027
DO - 10.1016/j.cor.2013.07.027
M3 - Journal article
VL - 52
SP - 282
EP - 290
JO - Computers and Operations Research
JF - Computers and Operations Research
SN - 0305-0548
IS - Part B
ER -