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Existence of Solutions to Shallow Lake Type Optimal Control Problems

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  • Francesco Bartaloni

    (University of Pisa)

Abstract

We consider the optimal control problem associated with a general version of the well known Shallow Lake model, and we prove the existence of an optimum in the class of all positive, locally integrable functions with finite discounted integral. Any direct proof seems to be missing in the literature. In order to represent properly the concrete optimization problem, locally unbounded controls must be admitted. In an infinite horizon setting, the non-compactness of the control space can make the existence problem quite hard to treat, because of the lack of good a priori estimates. To face the technical difficulties, we develop an original method, which is in a way opposite to the classical control theoretic approach used to solve finite horizon Mayer or Bolza problems. Synthetically, our method is based on the following scheme: (i) a couple of uniform localization lemmas providing, for any given finite time interval, a maximizing sequence of controls, which is uniformly essentially bounded in that interval; (ii) a special diagonal procedure dealing with sequences not extracted one from the other; (iii) a “standard” diagonal procedure. Further, this approach does not require any concavity assumption on the state equation. The optimum turns out to be locally bounded by construction.

Suggested Citation

  • Francesco Bartaloni, 2020. "Existence of Solutions to Shallow Lake Type Optimal Control Problems," Journal of Optimization Theory and Applications, Springer, vol. 185(2), pages 384-415, May.
  • Handle: RePEc:spr:joptap:v:185:y:2020:i:2:d:10.1007_s10957-020-01660-7
    DOI: 10.1007/s10957-020-01660-7
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    References listed on IDEAS

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    1. Karl-Göran Mäler & Anastasios Xepapadeas & Aart de Zeeuw, 2003. "The Economics of Shallow Lakes," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 26(4), pages 603-624, December.
    2. Wagener, F. O. O., 2003. "Skiba points and heteroclinic bifurcations, with applications to the shallow lake system," Journal of Economic Dynamics and Control, Elsevier, vol. 27(9), pages 1533-1561, July.
    3. Tatiana Kiseleva & Florian Wagener, 2015. "Bifurcations of Optimal Vector Fields," Mathematics of Operations Research, INFORMS, vol. 40(1), pages 24-55, February.
    4. Kiseleva, Tatiana & Wagener, F.O.O., 2010. "Bifurcations of optimal vector fields in the shallow lake model," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 825-843, May.
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    Cited by:

    1. Francesco Bartaloni, 2021. "Existence of the Optimum in Shallow Lake Type Models with Hysteresis Effect," Journal of Optimization Theory and Applications, Springer, vol. 190(2), pages 358-392, August.
    2. Dmitry Gromov & Thorsten Upmann, 2021. "Dynamics and Economics of Shallow Lakes: A Survey," Sustainability, MDPI, vol. 13(24), pages 1-16, December.

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