Dynamic programming and the use of viscosity solutions

The dynamic programming argument leads to various partial differential equations in finite or in infinite dimensions. The lack of regularity of the value functions makes difficult in general the use of these equations. These difficulties may be solved by the notion of viscosity solutions introduced by M. G. Crandall and the author. In particular, the relations between various control or differential games problems and the associated nonlinear partial differential equations can be completely justified.