Simplified Gradient Descent Optimization
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
引用格式
James Allison (2026). Simplified Gradient Descent Optimization (https://ww2.mathworks.cn/matlabcentral/fileexchange/35535-simplified-gradient-descent-optimization), MATLAB Central File Exchange. 检索时间: .
