Generalized Jacobian

The Generalized Jacobian is a mathematical concept that extends the idea of the Jacobian matrix, which is primarily used in calculus to describe how a function's output changes in response to small changes in its input. While the traditional Jacobian is applicable to smooth functions, the Generalized Jacobian is particularly useful in the context of nonsmooth analysis and optimization.