1995•OptimizationRequires access

On the generalized differentiability(*)

C. Sutti

Open publisher page 3 citations

Abstract

A monotone generalized derivative, defined for directionally differentiable Lipschitzian functions, is discussed with respect to the G- and K-derivatives. It turns out that it provides local approximations of the functions and can be represented by convex cones. Therefore, a concept of M-differentiability will be introduced which implies subdifferentiability. Then, within the G-and M-differentiability, some directional properties of the Lipschitzian functions are stated and verified by a numerical example, where the computation of monotone generalized derivatives and subdifferentials is shown

About this research paper

What this paper is about

A monotone generalized derivative, defined for directionally differentiable Lipschitzian functions, is discussed with respect to the G- and K-derivatives. It turns out that it provides local approximations of the functions and can be represented by convex cones. Therefore, a concept of M-differentiability will be introduced which implies subdifferentiability. Then, within the G-and M-differentiability, some directional properties of the Lipschitzian functions are stated and verified by a numerical example, where the computation of monotone generalized derivatives and subdifferentials is shown

Why it matters

OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

A monotone generalized derivative, defined for directionally differentiable Lipschitzian functions, is discussed with respect to the G- and K-derivatives. It turns out that it provides local approximations of the functions and can be represented by convex cones. Therefore, a concept of M-differentiability will be introduced which implies subdifferentiability. Then, within the G-and M-differentiability, some directional properties of the Lipschitzian functions are stated and verified by a numerical example, where the computation of monotone generalized derivatives and subdifferentials is shown

Key concepts: Differentiable function, Mathematics, Directional derivative, Monotone polygon, Computation, Regular polygon, Convex function, Pure mathematics

Related papers

Back to paper searchBrowse research topicsOriginal source
On the generalized differentiability(*) — Research Paper | ScholarLens