optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange
Por um escritor misterioso
Last updated 08 fevereiro 2025
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://i.stack.imgur.com/M3bBK.png)
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^*
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://www.mdpi.com/energies/energies-13-05164/article_deploy/html/images/energies-13-05164-g001-550.jpg)
Energies, Free Full-Text
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Steepest Descent Methods - NM EDUCATION
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://i.stack.imgur.com/l4CVj.png)
optimization - Steepest Descent in elliptical error surface - Mathematics Stack Exchange
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://pub.mdpi-res.com/applsci/applsci-11-06628/article_deploy/html/images/applsci-11-06628-g001.png?1626697000)
Applied Sciences, Free Full-Text
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nonlinear optimization - Do we need steepest descent methods, when minimizing quadratic functions? - Mathematics Stack Exchange
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://ars.els-cdn.com/content/image/3-s2.0-B9780126464900500184-f15-03-9780126464900.gif)
Steepest Descent Method - an overview
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://slideplayer.com/slide/5177447/16/images/51/Example+Step+4%3A+We+minimize+f+%28X2+%2B+%EF%81%AC2S2%29+to+find+%EF%81%AC2%2A.+Here.jpg)
Nonlinear programming - ppt download
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://i.stack.imgur.com/LpmH7.png)
Reference Request: Introduction to step-size complexity of optimization algorithms - Mathematics Stack Exchange
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3 Optimization Algorithms The Mathematical Engineering of Deep Learning (2021)
![optimization - How to show that the method of steepest descent does not converge in a finite number of steps? - Mathematics Stack Exchange](https://se.mathworks.com/help/optim/ug/tutorial274.gif)
Unconstrained Nonlinear Optimization Algorithms - MATLAB & Simulink - MathWorks Nordic
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machine learning - Does gradient descent always converge to an optimum? - Data Science Stack Exchange
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