Fritz John necessary optimality condition on Riemannian manifolds
Gang Xiao
Abstract
Gang Xiao
Abstract
The definitions of generalized directional derivative and generalized gradient of Lipschitz functions defined on Riemannian manifold are presented.Some properties of the directional derivative and gradient are proved by using tangent and cotangent mapping.The minimization necessary condition of nonsmooth Lipschitz functions is given.Moreover,Fritz John necessary optimality condition in mathematical programming is provided on Riemannian manifold.
OpenAlex reports 1 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The definitions of generalized directional derivative and generalized gradient of Lipschitz functions defined on Riemannian manifold are presented.Some properties of the directional derivative and gradient are proved by using tangent and cotangent mapping.The minimization necessary condition of nonsmooth Lipschitz functions is given.Moreover,Fritz John necessary optimality condition in mathematical programming is provided on Riemannian manifold.
Key concepts: Directional derivative, Lipschitz continuity, Mathematics, Riemannian manifold, Manifold (fluid mechanics), Tangent, Trigonometric functions, Derivative (finance)