Abstract

A large collection of financial contracts offering guaranteed minimum benefits are often posed as control problems, in which at any point in the solution domain, a control is able to take any one of an uncountable number of values from the admissible set. Often, such contracts specify that the holder exert control at a finite number of deterministic times. The existence of an optimal bang-bang control, an optimal control taking on only a finite subset of values from the admissible set, is a common assumption in the literature. In this case, the numerical complexity of searching for an optimal control is considerably reduced. However, no rigorous treatment as to when an optimal bang-bang control exists is present in the literature. We provide the reader with a bang-bang principle from which the existence of such a control can be established for contracts satisfying some simple conditions. The bang-bang principle relies on the convexity and monotonicity of the solution and is developed using basic results in convex analysis and parabolic partial differential equations. We show that a guaranteed lifelong withdrawal benefit (GLWB) contract admits an optimal bang-bang control. In particular, we find that the holder of a GLWB can maximize a writer's losses by only ever performing nonwithdrawal, withdrawal at exactly the contract rate, or a full surrender. We demonstrate that the related guaranteed minimum withdrawal benefit contract is not convexity preserving and hence does not satisfy the bang-bang principle other than in certain degenerate cases.

Keywords

  1. bang-bang controls
  2. GMxB guarantees
  3. convex optimization
  4. optimal stochastic control

MSC codes

  1. 91G
  2. 93C20
  3. 65N06

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References

1.
P. Azimzadeh, P. A. Forsyth, and K. R. Vetzal, Hedging costs for variable annuities under regime-switching, in Hidden Markov Models in Finance: Further Developments and Applications, Volume II, R. Mamon and R. Elliot, eds., Springer, New York, 2014, pp. 503--528.
2.
A. R. Bacinello, P. Millossovich, A. Olivieri, and E. Pitacco, Variable annuities: A unifying valuation approach, Insurance Math. Econom., 49 (2011), pp. 285--297.
3.
D. Bauer, A. Kling, and J. Russ, A universal pricing framework for guaranteed minimum benefits in variable annuities, ASTIN Bulletin-Actuarial Studies in Non Life Insurance, 38 (2008), pp. 621--651.
4.
Y. Z Bergman, B. D Grundy, and Z. Wiener, General properties of option prices, J. Finance, 51 (1996), pp. 1573--1610.
5.
B. Bian and P. Guan, Convexity preserving for fully nonlinear parabolic integro-differential equations, Methods Appl. Anal., 15 (2008), pp. 39--51.
6.
R. P. Brent, Algorithms for Minimization without Derivatives, Prentice--Hall, Englewood Cliffs, NJ, 1973.
7.
B. A. Butrica, H. M. Iams, K. E. Smith, and E. J. Toder, The disappearing defined benefit pension and its potential impact on the retirement incomes of baby boomers, Social Security Bulletin, 69 (2009).
8.
Z. Chen and P. A. Forsyth, A numerical scheme for the impulse control formulation for pricing variable annuities with a guaranteed minimum withdrawal benefit (GMWB), Numer. Math., 109 (2008), pp. 535--569.
9.
Z. Chen, K. R Vetzal, and P. A. Forsyth, The effect of modelling parameters on the value of GMWB guarantees, Insurance Math. Econom., 43 (2008), pp. 165--173.
10.
M. Dai, Y. K. Kwok, and J. Zong, Guaranteed minimum withdrawal benefit in variable annuities, Math. Finance, 18 (2008), pp. 595--611.
11.
P. A. Forsyth and K. R. Vetzal, An optimal stochastic control framework for determining the cost of hedging of variable annuities, J. Econom. Dynam. Control, 44 (2014), pp. 29--53.
12.
A. Friedman, Partial Differential Equations of Parabolic Type, Prentice--Hall, Englewood Cliffs, NJ, 1964.
13.
M. G. Garroni and J. L. Menaldi, Green Functions for Second Order Parabolic Integro-Differential Problems, Pitman Res. Notes Math. Ser. 275, Longman Scientific & Technical, Harlow, UK, 1992.
14.
D. Holz, A. Kling, and J. Ruß, GMWB for life an analysis of lifelong withdrawal guarantees, Zeitschrift für die gesamte Versicherungswissenschaft, 101 (2012), pp. 305--325.
15.
Y. Huang and P. A. Forsyth, Analysis of a penalty method for pricing a guaranteed minimum withdrawal benefit (GMWB), IMA J. Numer. Anal., 32 (2012), pp. 320--351.
16.
Y. T. Huang and Y. K. Kwok, Analysis of optimal dynamic withdrawal policies in withdrawal guarantee products, J. Econom. Dynam. Control, 45 (2014), pp. 19--43.
17.
S. Janson and J. Tysk, Preservation of convexity of solutions to parabolic equations, J. Differential Equations, 206 (2004), pp. 182--226.
18.
J. Kiefer, Sequential minimax search for a maximum, Proc. Amer. Math. Soc., 4 (1953), pp. 502--506.
19.
E. E. Levi, Sulle equazioni lineari totalmente ellittiche alle derivate parziali, Rendiconti del circolo Matematico di Palermo, 24 (1907), pp. 275--317.
20.
M. A. Milevsky and T. S. Salisbury, Financial valuation of guaranteed minimum withdrawal benefits, Insurance Math. Econom., 38 (2006), pp. 21--38.
21.
A. Ngai and M. Sherris, Longevity risk management for life and variable annuities: The effectiveness of static hedging using longevity bonds and derivatives, Insurance Math. Econom., 49 (2011), pp. 100--114.
22.
U. Pasdika and J. Wolff, Coping with longevity: The new German Annuity Valuation Table DAV $2004$ R, in The Living to 100 and Beyond Symposium, Orlando, FL, 2005.
23.
G. Piscopo and S. Haberman, The valuation of guaranteed lifelong withdrawal benefit options in variable annuity contracts and the impact of mortality risk, North American Actuarial Journal, 15 (2011), pp. 59--76.
24.
R. T. Rockafellar, Convex Analysis, Princeton University Press, Princeton, NJ, 1997.
25.
J. Wang and P. A. Forsyth, Maximal use of central differencing for Hamilton--Jacobi--Bellman PDEs in finance, SIAM J. Numer. Anal., 46 (2008), pp. 1580--1601.

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cover image SIAM Journal on Financial Mathematics
SIAM Journal on Financial Mathematics
Pages: 117 - 139
ISSN (online): 1945-497X

History

Submitted: 22 January 2014
Accepted: 15 December 2014
Published online: 26 February 2015

Keywords

  1. bang-bang controls
  2. GMxB guarantees
  3. convex optimization
  4. optimal stochastic control

MSC codes

  1. 91G
  2. 93C20
  3. 65N06

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