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Integrated chance constraints in an ALM model for pension funds

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  • Vlerk, Maarten H. van der

    (Groningen University)

Abstract

We discuss integrated chance constraints in their role of short-term risk constraints in a strategic ALM model for Dutch pension funds. The problem is set up as a multistage recourse model, with special attention for modeling the guidelines proposed by the regulating authority for Dutch pension funds. The paper concludes with an outline of a special-purpose heuristic, which is used to approximately solve the resulting model which contains many binary decision variables.

Suggested Citation

  • 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).
    • Handle: RePEc:gro:rugsom:03a21
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    File URL: http://irs.ub.rug.nl/ppn/252290909
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    References listed on IDEAS

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    1. repec:dgr:rugsom:02a33 is not listed on IDEAS
    2. Willem Klein Haneveld & Maarten van der Vlerk, 1999. "Stochastic integer programming:General models and algorithms," Annals of Operations Research, Springer, vol. 85(0), pages 39-57, January.
    3. 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).
    4. repec:dgr:rugsom:02a21 is not listed on IDEAS
    5. 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).
    6. repec:dgr:rugsom:02a44 is not listed on IDEAS
    7. Stein W. Wallace & Stein-Erik Fleten, 2002. "Stochastic programming in energy," GE, Growth, Math methods 0201001, University Library of Munich, Germany, revised 13 Nov 2003.
    8. Klein Haneveld, Willem K. & Vlerk, Maarten H. van der, 2002. "Integrated chance constraints: reduced forms and an algorithm," Research Report 02A33, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
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    Cited by:

    1. Youssouf A. F. Toukourou & Franc{c}ois Dufresne, 2015. "ON Integrated Chance Constraints in ALM for Pension Funds," Papers 1503.05343, arXiv.org.
    2. Poojari, Chandra A. & Varghese, Boby, 2008. "Genetic Algorithm based technique for solving Chance Constrained Problems," European Journal of Operational Research, Elsevier, vol. 185(3), pages 1128-1154, March.
    3. A. Alonso-Ayuso & L. Escudero & C. Pizarro, 2009. "On SIP algorithms for minimizing the mean-risk function in the multi-period single-source problem under uncertainty," Annals of Operations Research, Springer, vol. 166(1), pages 223-242, February.
    4. Katharina Schwaiger & Cormac Lucas & Gautam Mitra, 2010. "Alternative decision models for liability-driven investment," Journal of Asset Management, Palgrave Macmillan, vol. 11(2), pages 178-193, June.

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