Clarke's generalized gradient is a tool in nonsmooth analysis that extends the concept of gradients to functions that are not differentiable in the traditional sense. It provides a way to analyze and optimize functions by considering all possible limiting gradients at a point, making it crucial in optimization problems involving nonsmooth functions.