optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange

I have a function, $$f(\mathbf{x})=x_1^2+4x_2^2-4x_1-8x_2,$$ which can also be expressed as $$f(\mathbf{x})=(x_1-2)^2+4(x_2-1)^2-8.$$ I've deduced the minimizer $\mathbf{x^*}$ as $(2,1)$ with $f^*

Solved P5.1 Use the method of steepest descent to solve the

Convergence of the operator splitting (split-step) method (4.7) applied

Steepest Descent Method - an overview

Steepest Descent Direction - an overview

Spatial convergence of Eulerian and strong semi-Lagrangian methods at

Sensors, Free Full-Text

matrix - Gradient Descent: thetas not converging - Stack Overflow

COBALT: COnstrained Bayesian optimizAtion of computationaLly expensive grey-box models exploiting derivaTive information - ScienceDirect

An overview of gradient descent optimization algorithms

Quasi-Newton methods for topology optimization using a level-set method

Steepest Descent Methods​ - NM EDUCATION

Data-driven discovery of the governing equations of dynamical systems via moving horizon optimization

Mathematical models for optimizing the allocation of stored water

Gradient Descent — Intuitive Overview, by misun_song

Energies, Free Full-Text