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Stochastic integer programming:General models and algorithms

Citations

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Cited by:

  1. Bertazzi, Luca & Maggioni, Francesca, 2018. "A stochastic multi-stage fixed charge transportation problem: Worst-case analysis of the rolling horizon approach," European Journal of Operational Research, Elsevier, vol. 267(2), pages 555-569.
  2. Klein Haneveld, W.K. & Vlerk, M.H. van der, 2000. "Optimizing electricity distribution using two-stage integer recourse models," Research Report 00A26, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  3. Ilke Bakir & Natashia Boland & Brian Dandurand & Alan Erera, 2020. "Sampling Scenario Set Partition Dual Bounds for Multistage Stochastic Programs," INFORMS Journal on Computing, INFORMS, vol. 32(1), pages 145-163, January.
  4. Klein Haneveld, Willem K. & Stougie, Leen & Vlerk, Maarten H. van der, 2004. "Simple Integer Recourse Models: Convexity and Convex Approximations," Research Report 04A21, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  5. Lars M. Hvattum & Arne Løkketangen & Gilbert Laporte, 2006. "Solving a Dynamic and Stochastic Vehicle Routing Problem with a Sample Scenario Hedging Heuristic," Transportation Science, INFORMS, vol. 40(4), pages 421-438, November.
  6. Francesca Maggioni & Elisabetta Allevi & Marida Bertocchi, 2016. "Monotonic bounds in multistage mixed-integer stochastic programming," Computational Management Science, Springer, vol. 13(3), pages 423-457, July.
  7. Sira Allende & Carlos Bouza & Dante Covarubias, 2014. "Optimal post-stratification for the study of the sustainability: An application to the monitoring of diversity in Sierra de Guerrero," Annals of Operations Research, Springer, vol. 219(1), pages 317-331, August.
  8. Vlerk, Maarten H. van der, 2004. "Convex approximations for a class of mixed-integer recourse models," Research Report 04A28, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  9. Vlerk, Maarten H. van der, 2003. "Integrated chance constraints in an ALM model for pension funds," Research Report 03A21, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  10. Côté, Jean-François & Alves de Queiroz, Thiago & Gallesi, Francesco & Iori, Manuel, 2023. "A branch-and-regret algorithm for the same-day delivery problem," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 177(C).
  11. Bjorn P. Berg & Brian T. Denton, 2017. "Fast Approximation Methods for Online Scheduling of Outpatient Procedure Centers," INFORMS Journal on Computing, INFORMS, vol. 29(4), pages 631-644, November.
  12. Schwarz, Hannes & Bertsch, Valentin & Fichtner, Wolf, 2015. "Two-stage stochastic, large-scale optimization of a decentralized energy system - a residential quarter as case study," Working Paper Series in Production and Energy 10, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
  13. repec:dgr:rugsom:00a52 is not listed on IDEAS
  14. Vlerk, Maarten H. van der & Klein Haneveld, W.K. & Drijver, S.J., 2000. "Asset liability management modeling using multi-stage mixed-integer stochastic programming," Research Report 00A52, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  15. Albareda-Sambola, Maria & Vlerk, Maarten H. van der & Fernandez, Elena, 2002. "Exact solutions to a class of stochastic generalized assignment problems," Research Report 02A11, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  16. Postek, Krzysztof & Romeijnders, Ward & den Hertog, Dick & van der Vlerk, Maartne H., 2016. "Efficient Methods for Several Classes of Ambiguous Stochastic Programming Problems under Mean-MAD Information," Discussion Paper 2016-039, Tilburg University, Center for Economic Research.
  17. Anupam Gupta & R. Ravi & Amitabh Sinha, 2007. "LP Rounding Approximation Algorithms for Stochastic Network Design," Mathematics of Operations Research, INFORMS, vol. 32(2), pages 345-364, May.
  18. Lewis Ntaimo, 2010. "Disjunctive Decomposition for Two-Stage Stochastic Mixed-Binary Programs with Random Recourse," Operations Research, INFORMS, vol. 58(1), pages 229-243, February.
  19. Jonathan Bard & David Morton & Yong Wang, 2007. "Workforce planning at USPS mail processing and distribution centers using stochastic optimization," Annals of Operations Research, Springer, vol. 155(1), pages 51-78, November.
  20. Nesbitt, Peter & Blake, Lewis R. & Lamas, Patricio & Goycoolea, Marcos & Pagnoncelli, Bernardo K. & Newman, Alexandra & Brickey, Andrea, 2021. "Underground mine scheduling under uncertainty," European Journal of Operational Research, Elsevier, vol. 294(1), pages 340-352.
  21. Klein Haneveld, W.K.. & Streutker, M.H. & Vlerk, M.H. van der, 2005. "An ALM Model for Pension Funds using Integrated Chance Constraints," Research Report 05A03, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  22. repec:dgr:rugsom:03a01 is not listed on IDEAS
  23. Nilay Noyan & Burcu Balcik & Semih Atakan, 2016. "A Stochastic Optimization Model for Designing Last Mile Relief Networks," Transportation Science, INFORMS, vol. 50(3), pages 1092-1113, August.
  24. repec:dgr:rugsom:04a21 is not listed on IDEAS
  25. Drijver, Sibrand J. & Klein Haneveld, Willem K. & Vlerk, Maarten H. van der, 2002. "ALM model for pension funds : numerical results for a prototype model," Research Report 02A44, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  26. Albareda-Sambola, Maria & van der Vlerk, Maarten H. & Fernandez, Elena, 2006. "Exact solutions to a class of stochastic generalized assignment problems," European Journal of Operational Research, Elsevier, vol. 173(2), pages 465-487, September.
  27. Ward Romeijnders & David P. Morton & Maarten H. van der Vlerk, 2017. "Assessing the Quality of Convex Approximations for Two-Stage Totally Unimodular Integer Recourse Models," INFORMS Journal on Computing, INFORMS, vol. 29(2), pages 211-231, May.
  28. Alonso-Ayuso, A. & Escudero, L. F. & Garín, A. & Ortuño, M. T. & Pérez, G., 2005. "On the product selection and plant dimensioning problem under uncertainty," Omega, Elsevier, vol. 33(4), pages 307-318, August.
  29. repec:dgr:rugsom:03a14 is not listed on IDEAS
  30. Semih Atakan & Kerem Bülbül & Nilay Noyan, 2017. "Minimizing value-at-risk in single-machine scheduling," Annals of Operations Research, Springer, vol. 248(1), pages 25-73, January.
  31. repec:dgr:rugsom:02a11 is not listed on IDEAS
  32. Lulli, Guglielmo & Sen, Suvrajeet, 2006. "A heuristic procedure for stochastic integer programs with complete recourse," European Journal of Operational Research, Elsevier, vol. 171(3), pages 879-890, June.
  33. repec:dgr:rugsom:03a21 is not listed on IDEAS
  34. repec:dgr:rugsom:02a21 is not listed on IDEAS
  35. W. A. Rijpkema & E. M. T. Hendrix & R. Rossi & J. G. A. J. Vorst, 2016. "Application of stochastic programming to reduce uncertainty in quality-based supply planning of slaughterhouses," Annals of Operations Research, Springer, vol. 239(2), pages 613-624, April.
  36. Yang Yuan & Suvrajeet Sen, 2009. "Enhanced Cut Generation Methods for Decomposition-Based Branch and Cut for Two-Stage Stochastic Mixed-Integer Programs," INFORMS Journal on Computing, INFORMS, vol. 21(3), pages 480-487, August.
  37. Maarten Vlerk, 2010. "Convex approximations for a class of mixed-integer recourse models," Annals of Operations Research, Springer, vol. 177(1), pages 139-150, June.
  38. Nilay Noyan & Gökçe Kahvecioğlu, 2018. "Stochastic last mile relief network design with resource reallocation," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 40(1), pages 187-231, January.
  39. Aakil M. Caunhye & Xiaofeng Nie, 2018. "A Stochastic Programming Model for Casualty Response Planning During Catastrophic Health Events," Transportation Science, INFORMS, vol. 52(2), pages 437-453, March.
  40. repec:dgr:rugsom:02a44 is not listed on IDEAS
  41. Joyce W. Yen & John R. Birge, 2006. "A Stochastic Programming Approach to the Airline Crew Scheduling Problem," Transportation Science, INFORMS, vol. 40(1), pages 3-14, February.
  42. repec:dgr:rugsom:04a28 is not listed on IDEAS
  43. Vlerk, Maarten H. van der, 2003. "Simplification of recourse models by modification of recourse data," Research Report 03A01, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  44. repec:dgr:rugsom:00a26 is not listed on IDEAS
  45. Postek, Krzysztof & Romeijnders, Ward & den Hertog, Dick & van der Vlerk, Maarten H., 2019. "An approximation framework for two-stage ambiguous stochastic integer programs under mean-MAD information," European Journal of Operational Research, Elsevier, vol. 274(2), pages 432-444.
  46. Huseyin Topaloglu & Warren B. Powell, 2006. "Dynamic-Programming Approximations for Stochastic Time-Staged Integer Multicommodity-Flow Problems," INFORMS Journal on Computing, INFORMS, vol. 18(1), pages 31-42, February.
  47. Escudero, L.F. & Garín, M.A. & Merino, M. & Pérez, G., 2010. "An exact algorithm for solving large-scale two-stage stochastic mixed-integer problems: Some theoretical and experimental aspects," European Journal of Operational Research, Elsevier, vol. 204(1), pages 105-116, July.
  48. Willem Klein Haneveld & Matthijs Streutker & Maarten Vlerk, 2010. "An ALM model for pension funds using integrated chance constraints," Annals of Operations Research, Springer, vol. 177(1), pages 47-62, June.
  49. Brian Keller & Güzin Bayraksan, 2012. "Disjunctive Decomposition for Two-Stage Stochastic Mixed-Binary Programs with Generalized Upper Bound Constraints," INFORMS Journal on Computing, INFORMS, vol. 24(1), pages 172-186, February.
  50. Escudero Bueno, Laureano F. & Garín Martín, María Araceli & Merino Maestre, María & Pérez Sainz de Rozas, Gloria, 2011. "A parallelizable algorithmic framework for solving large scale multi-stage stochastic mixed 0-1 problems under uncertainty," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
  51. Hannes Schwarz & Valentin Bertsch & Wolf Fichtner, 2018. "Two-stage stochastic, large-scale optimization of a decentralized energy system: a case study focusing on solar PV, heat pumps and storage in a residential quarter," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 40(1), pages 265-310, January.
  52. Stougie, Leen & Vlerk, Maarten H. van der, 2003. "Approximation in stochastic integer programming," Research Report 03A14, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  53. Castro, Jordi, 2009. "A stochastic programming approach to cash management in banking," European Journal of Operational Research, Elsevier, vol. 192(3), pages 963-974, February.
  54. Postek, Krzysztof & Romeijnders, Ward & den Hertog, Dick & van der Vlerk, Maartne H., 2016. "Efficient Methods for Several Classes of Ambiguous Stochastic Programming Problems under Mean-MAD Information," Other publications TiSEM a03f895f-b941-41a9-84e0-b, Tilburg University, School of Economics and Management.
  55. repec:dgr:rugsom:05a03 is not listed on IDEAS
  56. Vlerk, Maarten H. van der, 2002. "Convex approximations for complete integer recourse models," Research Report 02A21, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  57. Schulze, Tim & Grothey, Andreas & McKinnon, Ken, 2017. "A stabilised scenario decomposition algorithm applied to stochastic unit commitment problems," European Journal of Operational Research, Elsevier, vol. 261(1), pages 247-259.
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