Abstract
Developments of computing power, but more particularly of easy-to-use packages for statistics, symbolic mathematics, PDE solving, … have hugely expanded the scope of what the mathematical sciences can now tackle, and we have to seize the opportunities this opens up.
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References
L. Andersen and M. Broadie. Primal-dual simulation algorithm for pricing multidimensional American options. Management Science50(9), 1222–1234 (2004).
S. Becker, P. Cheridito and A. Jentzen. Deep optimal stopping. Journal of Machine Learning Research20, 74 (2019).
R.E. Bellman. The theory of dynamic programming. Bulletin of the American Mathematical Society60(6), 503–515 (1954).
M.H.A. Davis and I. Karatzas. A deterministic approach to optimal stopping. In: Probability, Statistics and Optimisation (ed. F. P. Kelly), pp. 455–466, New York Chichester: John Wiley & Sons Ltd (1994).
J. Han and W. E. Deep learning approximation for stochastic control problems. arXiv preprint arXiv:1611.07422 (2016).
M.B. Haugh and L. Kogan. Pricing American options: a duality ap- proach. Operations Research52(2), 258–270 (2004).
L.C.G. Rogers. Monte Carlo valuation of American options. Mathematical Finance12(3), 271–286 (2002).
L.C.G. Rogers. Pathwise stochastic optimal control. SIAM Journal on Control and Optimization46(3), 1116–1132 (2007).
G.N. Watson. A treatise on the theory of Bessel functions. Cambridge University Press (1995).
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Rogers, L.C.G. (2023). What Next?. In: Morel, JM., Teissier, B. (eds) Mathematics Going Forward . Lecture Notes in Mathematics, vol 2313. Springer, Cham. https://doi.org/10.1007/978-3-031-12244-6_8
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