/Hooke-and-Jeevs

The method of Hooke and Jeeves, does not perform line searches but, instead, adopts a simple scheme involving functional evaluations.

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Hooke-and-Jeevs: A Multidimensional Search Without Using Derivatives

The method of Hooke and Jeeves does not perform line searches but instead, adopts a simple scheme involving functional. For more detail about the algorithm please check the book "NONLINEAR PROGRAMMING Theory and Algorithms" 3rd Edition by MOKHTAR S. BAZARAA (p:371-375)