Evaluating and Generalization of Methods of Cyclic Coordinate, Hooke-Jeeves, and Rosenbrock

摘要

In optimization problems, we are looking for best point for our problem. Problems always classify to unary or n-ary with bound or unbound. In this paper, we evaluate three methods, Cyclic Coordinate, Hooke – Jeeves, and Rosenbrock on n dimensional space for unbounded problem and we speak about the advantages and disadvantages of these three methods. We offer solutions for some disadvantages and we give generalized algorithms to improve the methods.