Lemma
MediumGradient & optimization
Gilbert Strang, Calculus, 3rd edition (Wellesley-Cambridge Press; MIT OpenCourseWare RES.18-001) §13.4 Directional Derivatives and Gradients, #33 · Multivariable Calculus · Gradient & optimization

Figure A shows level curves of

Figure A shows level curves of .
(a) Estimate the direction and length of grad at .
(b) Locate two points where grad is parallel to .
(c) Where is largest? Where is it smallest?
(d) What is your estimate of on this figure?
(e) On the straight line from to , describe and estimate its maximum.

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Gilbert Strang, Calculus, 3rd edition (Wellesley-Cambridge Press; MIT OpenCourseWare RES.18-001) · §13.4 Directional Derivatives and Gradients, #33

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