Generalized Directional Derivative of (h;φ)-Convex Function and its Properties
Yihong Xu
Abstract
Yihong Xu
Abstract
The concept of directional derivatives is particularly useful in the motivation and development of some optimality criteria and computational procedures in nonlinear programming.With the help of Ben-Tal generalized algebraic operations,a kind of generalized directional derivatves for (h,φ)-convex functions is defined,which is a generalization of directional derivatives for convex functions.The formula is given for calculating generalized directional derivative by using the directional derivative of convex functions.The concept of (h,φ)-differentiable functions is introduced.The relationship between (h,φ)-differential and generalized directional derivative is presented for a class of (h,φ)-convex and (h,φ)-differentiable functions.Finally,The subdifferential is characterized by utilizing the generalized directional derivative.
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The concept of directional derivatives is particularly useful in the motivation and development of some optimality criteria and computational procedures in nonlinear programming.With the help of Ben-Tal generalized algebraic operations,a kind of generalized directional derivatves for (h,φ)-convex functions is defined,which is a generalization of directional derivatives for convex functions.The formula is given for calculating generalized directional derivative by using the directional derivative of convex functions.The concept of (h,φ)-differentiable functions is introduced.The relationship between (h,φ)-differential and generalized directional derivative is presented for a class of (h,φ)-convex and (h,φ)-differentiable functions.Finally,The subdifferential is characterized by utilizing the generalized directional derivative.
Key concepts: Directional derivative, Fréchet derivative, Differentiable function, Mathematics, Generalizations of the derivative, Generalization, Pseudoconvex function, Convex function