Gradient-Type Methods : A Unified Perspective in Computer Science and Numerical Analysis

الملخص EN

This paper presents a general and comprehensive description of Optimization Methods, and Algorithms from a novel viewpoint.

It is shown, in particular, that Direct Methods, Iterative Methods, and Computer Science Algorithms belong to a well-defined general class of both Finite and Infinite Procedures, characterized by suitable descent directions.