Lemma
DeepGradient & optimization
Gilbert Strang, Calculus, 3rd edition (Wellesley-Cambridge Press; MIT OpenCourseWare RES.18-001) §13.6 Maxima, Minima, and Saddle Points, #54 · Multivariable Calculus · Gradient & optimization

The gradient of … at the point … is

The gradient of at the point is . Steepest descent is along the line (minus sign to go downward). Minimize with respect to the stepsize . That locates the next point ____, where steepest descent begins again.

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Gilbert Strang, Calculus, 3rd edition (Wellesley-Cambridge Press; MIT OpenCourseWare RES.18-001) · §13.6 Maxima, Minima, and Saddle Points, #54

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