This paper defines a kind of derivative for real function on convex set which is in linear space. By means of the derivative we study convexity of function and obtain some decision theories.

In the second we give the necessary and sufficient conditions for strict convexity of power function of exponential family in the discrete case.

Objective function presents comparatively strong convexity and lesser local extreme values on wide scale which is favour of converging to optimized values.