Simplified Gradient Descent Optimization
バージョン 1.0.0.1 (2.13 KB) 作成者:
James Allison
Demonstration of the gradient descent optimization algorithm with a fixed step size.
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
引用
James Allison (2024). Simplified Gradient Descent Optimization (https://www.mathworks.com/matlabcentral/fileexchange/35535-simplified-gradient-descent-optimization), MATLAB Central File Exchange. 取得済み .
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