Abstract
This chapter concerns deterministic and stochastic nonstationary discrete-time optimal control problems (OCPs) with an infinite horizon. We show, using Gâteaux differentials, that the so-called Euler equation (EE) and a transversality condition (TC) are necessary conditions for optimality. In particular, the TC is obtained in a more general form and under milder hypotheses than in previous works. Sufficient conditions are also provided. We find closed-form solutions to several (discounted) stationary and nonstationary control problems. The results in this chapter come from González–Sánchez and Hernández–Lerma [37].
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References
Acemoglu, D. (2009) Introduction to Modern Economic Growth, Princeton University Press, Princeton, NJ.
Bar-Ness, Y. (1975) The discrete Euler equation on the normed linear space l n 1, Int. J. Control 21, pp. 625–640.
Cadzow, J.A. (1970) Discrete calculus of variations, Int. J. Control 11, pp. 393–407.
Cruz–Suárez, H., Montes-de-Oca, R. (2006) Discounted Markov control processes induced by deterministic systems, Kybernetika 42, pp. 647–664.
Cruz–Suárez, H., Montes-de-Oca, R. (2008) An envelope theorem and some applications to discounted Markov decision processes, Math. Meth. Oper. Res. 67, pp. 299–321.
Ekeland, I., Scheinkman, J.A. (1986) Transversality conditions for some infinite horizon discrete time optimization problems, Math. Oper. Res. 11, pp. 216–229.
Elaydi, S. (2005) An Introduction to Difference Equations, 3rd ed., Springer–Verlag, New York.
Engwerda, J. (2005) LQ Dynamic Optimization and Differential Games, John Wiley and Sons, Chichester.
Flåm, S., Fougères, A. (1991) Infinite horizon programs; Convergence of approximate solutions, Ann. Oper. Res. 29, pp. 333–350.
Fleming, W.H., Rishel, R.W. (1975) Deterministic and Stochastic Optimal Control, Springer–Verlag, New York.
González–Sánchez, D., Hernández–Lerma, O. (2013) On the Euler equation approach to discrete–time nonstationary optimal control problems. To appear in Journal of Dynamics and Games. Published online doi:10.3934/jdg.2014.1.57
Guo, X., Hernández-del-Valle, A., Hernández–Lerma, O. (2011) Nonstationary discrete–time deterministic and stochastic control systems: Bounded and unbounded cases, Systems Control Lett. 60, pp. 503–509.
Kamihigashi, T. (2002) A simple proof of the necessity of the transversality condition, Econ. Theory 20, pp. 427–433.
Kamihigashi, T. (2008) Transversality conditions and dynamic economic behaviour, The New Palgrave Dictionary of Economics, 2nd ed., edited by Durlauf, S.N., Blume, L.E., pp. 384–387, Palgrave Macmillan, Hampshire, UK.
Kelley, W.G., Peterson, A.C. (1991) Difference Equations. An Introduction with Applications, Academic Press, San Diego.
Le Van, C., Dana, R.-A. (2003) Dynamic Programming in Economics, Kluwer, Boston.
Levhari, D., Mirman, L.D. (1980) The great fish war: an example using dynamic Cournot–Nash solution, Bell J. Econom. 11, pp. 322–334.
Ljungqvist, L., Sargent, T.J. (2004) Recursive Macroeconomic Theory, 2nd ed., MIT Press, Cambridge, MA.
Luenberger, D.G. (1969) Optimization by Vector Space Methods, Wiley, New York.
Okuguchi, K. (1981) A dynamic Cournot–Nash equilibrium in fishery: The effects of entry, Decis. Econ. Finance 4, pp. 49–64.
Rudin, W. (1976) Principles of Mathematical Analysis, 3rd ed., McGraw–Hill, New York.
Schochetman, I., Smith, R.L. (1992) Finite-dimensional approximation in infinite-dimensional mathematical programming, Math. Programming 54, pp. 307–333.
Stokey, N.L., Lucas, R.E., Prescott, E.C. (1989) Recursive Methods in Economic Dynamics, Harvard University Press, Cambridge, MA.
Sydsæter, K., Hammond, P.J., Seierstad, A., Strøm, A. (2008) Further Mathematics for Economic Analysis, 2nd ed., Prentice–Hall, New York.
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© 2013 David González-Sánchez and Onésimo Hernández-Lerma
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González-Sánchez, D., Hernández-Lerma, O. (2013). Direct Problem: The Euler Equation Approach. In: Discrete–Time Stochastic Control and Dynamic Potential Games. SpringerBriefs in Mathematics. Springer, Cham. https://doi.org/10.1007/978-3-319-01059-5_2
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DOI: https://doi.org/10.1007/978-3-319-01059-5_2
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