Simplified Gradient Descent Optimization
This example was developed for use in teaching optimization in graduate engineering courses. This example demonstrates how the gradient descent method can be used to solve a simple unconstrained optimization problem. Taking large step sizes can lead to algorithm instability, but small step sizes result in low computational efficiency. A corresponding video can be found here:
https://youtu.be/qLpOWteWmjs
Citation pour cette source
James Allison (2024). Simplified Gradient Descent Optimization (https://www.mathworks.com/matlabcentral/fileexchange/35535-simplified-gradient-descent-optimization), MATLAB Central File Exchange. Récupéré le .
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Version | Publié le | Notes de version | |
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1.0.0.1 | Only changed video link in subscription. Code is unchanged. |
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1.0.0.0 |