Article ID: | iaor19972337 |
Country: | United States |
Volume: | 43 |
Issue: | 1 |
Start Page Number: | 43 |
End Page Number: | 57 |
Publication Date: | Jan 1995 |
Journal: | Operations Research |
Authors: | Gavish Bezalel, Chang Suk-Gwon |
Keywords: | networks: flow, programming: integer |
This paper suggests an improved formulation for the multiperiod network topology and capacity expansion problem and proposes new lower bounding schemes based on it. It differs from earlier formulations and solution methods in that entirely new and different subproblems are solved and a number of lower bound tightening schemes are added within the framework of a Lagrangian relaxation. Dual ascent and multiplier adjustment procedures are suggested for the Lagrange multiplier updating procedure. Computational results are reported to demonstrate the tightness of the bounds generated by the suggested procedures. Heuristics based on converting the dual information obtained from the Lagrangian procedure into primal feasible solutions are tested. The tests show that the Lagrangian-based heuristics generate solutions superior to solutions generated by other heuristics proposed in the literature.