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Exploration and exhaustibility in dynamic Cournot games

Published online by Cambridge University Press:  15 December 2011

MICHAEL LUDKOVSKI
Affiliation:
Department of Statistics & Applied Probability, University of California, South Hall, Santa Barbara, CA 93106-3110 email: ludkovski@pstat.ucsb.edu
RONNIE SIRCAR
Affiliation:
ORFE Department, Princeton University, Sherrerd Hall, Princeton, NJ 08544 email: sircar@princeton.edu

Abstract

We study the stochastic effect of resource exploration in dynamic Cournot models of exhaustible resources, such as oil. We firstly treat the case of a monopolist who may undertake costly exploration to replenish his diminishing reserves. We then consider a stochastic game between such an exhaustible producer and a ‘green’ producer that has access to an inexhaustible but relatively expensive source, such as solar power. The effort control variable is taken to be either continuous or discrete (switching control). In both settings, we assume that new discoveries occur according to a jump process with intensity given by the exploration effort. This leads to a study of systems of non-linear first-order delay ordinary differential equations (ODEs). We derive asymptotic expansions for the case of a small-exploration success rate and present some numerical investigations.

Type
Papers
Copyright
Copyright © Cambridge University Press 2011

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References

[1]Arrow, K. J. & Chang, S. (1982) Optimal pricing, use, and exploration of uncertain resource stocks. J. Environ. Econ. Manag. 9 (1), 110.CrossRefGoogle Scholar
[2]Bayraktar, E. & Ludkovski, M. (2009) Optimal tracking of a hidden Markov chain under point process observations. Stoch. Process. Appl. 119 (6), 17921822.CrossRefGoogle Scholar
[3]Basar, T. & Olsder, G. (1999) Dynamic Noncooperative Game Theory, Classics in Applied Mathematics, SIAM, Philadelphia.CrossRefGoogle Scholar
[4]Conrad, J. (1999) Resource Economics, Cambridge University Press, New York.CrossRefGoogle Scholar
[5]Costa, O. L. V. & Raymundo, C. A. B. (2000) Impulse and continuous control of piecewise deterministic Markov processes. Stoch. Stoch. Rep. 70 (1–2), 75107.CrossRefGoogle Scholar
[6]Davis, M. H. A. (1993) Markov Models and Optimization, Chapman & Hall, London.CrossRefGoogle Scholar
[7]Dockner, E., Jørgensen, S., Long, N. V. & Sorger, G. (2000) Differential Games in Economics and Management Science, Cambridge University Press, Cambridge, UK.CrossRefGoogle Scholar
[8]Deshmukh, S. D. & Pliska, S. R. (1980) Optimal consumption and exploration of nonrenewable resources under uncertainty. Econometrica 48 (1), 177200.CrossRefGoogle Scholar
[9]Farid, M. & Davis, M. H. A. (1999) Optimal consumption and exploration: A case study in piecewise-deterministic Markov modelling. Annals Oper. Res. 88, 121137.CrossRefGoogle Scholar
[10]Friedman, A. (1971) Differential Games, John Wiley & Sons, New York, Reprinted by Dover, 2006.Google Scholar
[11]Gibbons, R. (1992) Game Theory for Applied Economists, Princeton University Press, Princeton, NJ.Google Scholar
[12]Guéant, O., Lasry, J.-M. & Lions, P.-L. (2010) Mean Field Games and Oil Production, Tech. Rep, College de France.Google Scholar
[13]Harris, C., Howison, S. & Sircar, R. (2010) Games with exhaustible resources. SIAM J. Appl. Math. 70, 25562581.CrossRefGoogle Scholar
[14]Hotelling, H. (1931) The economics of exhaustible resources. J. Polit. Econ. 39 (2), 137175.CrossRefGoogle Scholar
[15]Hagan, P., Woodward, D., Caflisch, R., & Keller, J. (1994) Optimal pricing, use and exploration of uncertain natural resources. Appl. Math. Finance 1, 87108.CrossRefGoogle Scholar
[16]Ledvina, A. & Sircar, R. (2011) Dynamic Bertrand oligopoly. Appl. Math. Optim. 63, 1144.CrossRefGoogle Scholar
[17]Ledvina, A. & Sircar, R. (2011) Static and dynamic oligopoly games under asymmetric costs [online] URL: http://www.princeton.edu~sircar/Public/ARTICLES/static+axis_games072511.pdfGoogle Scholar
[18]Lenhart, S. & Yamada, N. (1992) Viscosity solutions associated with switching game for piecewise-deterministic processes. Stoch. Stoch. Rep. 38 (1), 2747.CrossRefGoogle Scholar
[19]Øksendal, B. & Sulem, A. (2005) Applied Stochastic Control of Jump Diffusions, Springer-Verlag, Berlin.Google Scholar
[20]Pindyck, R. (1978) The optimal exploration and production of nonrenewable resources. J. Polit. Econ. 86, 841862.CrossRefGoogle Scholar
[21]Pindyck, R. (1980) Uncertainty and exhaustible resource markets. J. Polit. Econ. 88 (6), 12031225.CrossRefGoogle Scholar
[22]Soner, H. M. (1985) Optimal control of a one-dimensional storage process. Appl. Math. Optim. 13, 175191.CrossRefGoogle Scholar
[23]Vives, X. (2001) Oligopoly Pricing: Old Ideas and New Tools, MIT press, Cambridge, MA.Google Scholar