Applying Robust Optimization to Capacity Expansion of One Location in Telecommunications with Demand Uncertainty

Published Online:https://doi.org/10.1287/mnsc.44.11.S101

References

  • Balakrishnan A., Magnanti T. L., Shulman A., Wong R. T. Models for planning capacity expansion in local access telecommunications networks. Ann. Oper. Res. (1991) 33:239–284CrossrefGoogle Scholar
  • Dembo R. S. Scenario optimization. Ann. Oper. Res. (1991) 30:63–80CrossrefGoogle Scholar
  • Escudero L. F. Robust optimization as a decision making aid under uncertainty. (1993) . Department of de Estadística Matemática e Investigación Operativa, Complutense de MadridGoogle Scholar
  • Escudero L. F., Kamesam P. V., King A. J., Wets R. J.-B. Production planning via scenario modelling. Ann. Oper. Res. (1993) 43:311–335CrossrefGoogle Scholar
  • Friedenfelds J.Capacity Expansion: Analysis of Simple Models with Applications (1981) (North-Holland, Amsterdam) Google Scholar
  • Gilmore P. C., Gomory R. E. The theory and computation of knapsack functions. Oper. Res. (1966) 14LinkGoogle Scholar
  • Gorenstin B. G., Campodonico N. M., Costa J. P., Pereira M. V. F. Power system expansion planning under uncertainty. (1992) . 92 WM 156-0 PWRS, IEEE Power System Engineering Winter Meeting, New YorkGoogle Scholar
  • Jönsson H., Jörnsten K., Silver E. A. Application of the scenario aggregation approach to a two-stage, stochastic, common component, inventory problem with a budget constraint. Eur. J. Oper. Res. (1993) 68:196–211CrossrefGoogle Scholar
  • Laguna M. Clustering for the design of SONET rings in interoffice telecommunications. Management Sci. (1994) 40(11):1533–1541LinkGoogle Scholar
  • Laguna M., Glover F. Bandwidth packing: A tabu search approach. Management Sci. (1993) 39(4):492–500LinkGoogle Scholar
  • Malcolm S. A., Zenios S. A. Robust optimization for power systems capacity expansion under uncertainty. J. Opl. Res. Soc. (1994) 45(9):1040–1049CrossrefGoogle Scholar
  • Martello S., Toth P.Knapsack Problems: Algorithms and Computer Implementations (1990) (Wiley, New York) Google Scholar
  • Mulvey J. M., Vanderbei R. J., Zenios S. A. Robust optimization of large scale systems. Oper. Res. (1995) 43:264–281LinkGoogle Scholar
  • Mulvey J. M., Ruszczynski A. A new scenario decomposition method for large-scale stochastic optimization. Oper. Res. (1995) 43(3):477LinkGoogle Scholar
  • Paraskevopoulos D., Karakitsos E., Rustem B. Robust capacity planning under uncertainty. Management Sci. (1991) 37(7):787–800LinkGoogle Scholar
  • Pereira M. V. F., Pinto L. M. V. G. Multi-stage stochastic optimization applied to energy planning. Math. Programming (1991) 52:359–375CrossrefGoogle Scholar
  • Rockafeller R. T., J-B Wets R. Scenarios and policy aggregation in optimization under uncertainty. Math. Oper. Res. (1991) 16(1):119–147LinkGoogle Scholar
  • Ross K. W., Tsang D. H. K. The stochastic knapsack problem. IEEE Trans. Comm. (1989) 37(7):740–747CrossrefGoogle Scholar
  • Saniee I. An efficient algorithm for the multiperiod capacity expansion of one location in telecommunications. Oper. Res. (1995) 43(1):187–190LinkGoogle Scholar
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