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:
James Allison (2021). Simplified Gradient Descent Optimization (https://www.mathworks.com/matlabcentral/fileexchange/35535-simplified-gradient-descent-optimization), MATLAB Central File Exchange. Retrieved .
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