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Stochastic and Differential Games - Theory and Numerical Methods (Hardcover, 1999 ed.)
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Stochastic and Differential Games - Theory and Numerical Methods (Hardcover, 1999 ed.)
Series: Annals of the International Society of Dynamic Games, 4
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The theory of two-person, zero-sum differential games started at
the be- ginning of the 1960s with the works of R. Isaacs in the
United States and L. S. Pontryagin and his school in the former
Soviet Union. Isaacs based his work on the Dynamic Programming
method. He analyzed many special cases of the partial differential
equation now called Hamilton- Jacobi-Isaacs-briefiy HJI-trying to
solve them explicitly and synthe- sizing optimal feedbacks from the
solution. He began a study of singular surfaces that was continued
mainly by J. Breakwell and P. Bernhard and led to the explicit
solution of some low-dimensional but highly nontriv- ial games; a
recent survey of this theory can be found in the book by J. Lewin
entitled Differential Games (Springer, 1994). Since the early
stages of the theory, several authors worked on making the notion
of value of a differential game precise and providing a rigorous
derivation of the HJI equation, which does not have a classical
solution in most cases; we mention here the works of W. Fleming, A.
Friedman (see his book, Differential Games, Wiley, 1971), P. P.
Varaiya, E. Roxin, R. J. Elliott and N. J. Kalton, N. N.
Krasovskii, and A. I. Subbotin (see their book Po- sitional
Differential Games, Nauka, 1974, and Springer, 1988), and L. D.
Berkovitz. A major breakthrough was the introduction in the 1980s
of two new notions of generalized solution for Hamilton-Jacobi
equations, namely, viscosity solutions, by M. G. Crandall and P.
-L.
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