Submit the algorithm in pseudocode (or any computer language) to minimize f(x) b

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Submit the algorithm in pseudocode (or any computer language) to minimize f(x) by finding vector x using gradient-based optimization: f(x) = 0.5 * ||A * x − b||^2, where A, x, and b are some vectors.
Explain, in short, each line of the pseudocode.

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