“…In [6,9], the Clarke derivatives were employed for analyzing sensitivity. Properties of the contingent derivatives of some types of proper perturbation maps of a parameterized optimization problem were discussed in [1,7,16,23,25]. Some results in the proto-differentiability and semidifferentiability of the perturbation maps were obtained in [11,13,17,26].…”