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Simplified Gradient Descent Optimization 1.0

  Date Added: May 01, 2013  |  Visits: 180

Simplified Gradient Descent Optimization

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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:

Requirements: No special requirements
Platforms: Matlab
Keyword: Found Instability Large Problem Result Sizes Small Taking Unconstrained Video
Users rating: 0/10

License: Shareware Size: 10 KB
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