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Optimized Financial Systems Helps Customers Meet Their Personal Finance Goals with Optimization

Author

Listed:
  • Joshua Woodruff

    (Optimized Financial Systems, Austin, Texas 78746)

  • William B. Haskell

    (Department of Industrial and Systems Engineering, National University of Singapore, Singapore 117576)

  • Alejandro Toriello

    (H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332)

Abstract

We consider the retirement planning question that a single taxpayer or couple faces when determining an amount to save for retirement and the type of retirement account in which to allocate the assets. Additionally, taxpayers can choose to convert savings from one account type, such as a traditional individual retirement arrangement (IRA), into another, such as a Roth IRA; all such choices have both immediate and long-term tax consequences. We give the rationale for applying stochastic optimization in this setting and explain how such an optimization model can be constructed as a multiple-stage stochastic linear or mixed-integer program. Optimized Financial Systems implements such a model and uses it to advise clients; we demonstrate the approach’s benefits by examining its recommendations both for test data and in a case study based on an actual customer.

Suggested Citation

  • Joshua Woodruff & William B. Haskell & Alejandro Toriello, 2016. "Optimized Financial Systems Helps Customers Meet Their Personal Finance Goals with Optimization," Interfaces, INFORMS, vol. 46(4), pages 345-359, August.
  • Handle: RePEc:inm:orinte:v:46:y:2016:i:4:p:345-359
    DOI: 10.1287/inte.2016.0849
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    References listed on IDEAS

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    1. B. Douglas Bernheim, 2000. "How Much Should Americans Be Saving for Retirement?," American Economic Review, American Economic Association, vol. 90(2), pages 288-292, May.
    2. Bergstresser, Daniel & Poterba, James, 2004. "Asset allocation and asset location: household evidence from the survey of consumer finances," Journal of Public Economics, Elsevier, vol. 88(9-10), pages 1893-1915, August.
    3. Moshe A. Milevsky & Kristen S. Moore & Virginia R. Young, 2006. "Asset Allocation And Annuity‐Purchase Strategies To Minimize The Probability Of Financial Ruin," Mathematical Finance, Wiley Blackwell, vol. 16(4), pages 647-671, October.
    4. Thomas Davidoff & Jeffrey R. Brown & Peter A. Diamond, 2005. "Annuities and Individual Welfare," American Economic Review, American Economic Association, vol. 95(5), pages 1573-1590, December.
    5. James M. Poterba & John B. Shoven & Clemens Sialm, 2000. "Asset Location for Retirement Savers," NBER Working Papers 7991, National Bureau of Economic Research, Inc.
    6. Shoven, John B. & Sialm, Clemens, 2004. "Asset location in tax-deferred and conventional savings accounts," Journal of Public Economics, Elsevier, vol. 88(1-2), pages 23-38, January.
    7. Suvrajeet Sen & Julia L. Higle, 1999. "An Introductory Tutorial on Stochastic Linear Programming Models," Interfaces, INFORMS, vol. 29(2), pages 33-61, April.
    8. Burman, Leonard E. & Gale, William G. & Weiner, David, 2001. "The Taxation of Retirement Saving: Choosing Between Front-Loaded and Back-Loaded Options," National Tax Journal, National Tax Association, vol. 54(n. 3), pages 689-702, September.
    9. James Poterba & Steven Venti & David Wise, 2011. "The Composition and Drawdown of Wealth in Retirement," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 95-118, Fall.
    10. Burman, Leonard E. & Gale, William G. & Weiner, David, 2001. "The Taxation of Retirement Saving: Choosing Between Front-Loaded and Back-Loaded Options," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(3), pages 689-702, September.
    11. Jagadeesh Gokhale & Laurence J. Kotlikoff & Todd Neumann, 2001. "Does Participating in a 401(k) Raise Your Lifetime Taxes?," NBER Working Papers 8341, National Bureau of Economic Research, Inc.
    12. James Poterba & Steven Venti & David Wise, 2013. "Correction: The Composition and Drawdown of Wealth in Retirement," Journal of Economic Perspectives, American Economic Association, vol. 27(4), pages 219-222, Fall.
    13. Rockafellar, R. Tyrrell & Uryasev, Stanislav, 2002. "Conditional value-at-risk for general loss distributions," Journal of Banking & Finance, Elsevier, vol. 26(7), pages 1443-1471, July.
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