Furthest along a direction
Find the largest value of over all real numbers with .
Fractions, decimals with at least 3 significant digits, and expressions such as sqrt(2)/2, e^-1 or pi/4.
The expression is the dot product of with the unit vector .
When is a dot product with a unit vector as large as possible?
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s Shown after a correct answer. Revealing it first marks the problem as seen, not solved.
Idea. The expression is a dot product with a fixed vector. Over unit vectors it is largest when the unit vector points in the same direction as the fixed vector.
Step 1. Write and with . Then .
Step 2: Cauchy-Schwarz. with equality when points along : .
So the maximum is , and the minimum is .
With Lagrange multipliers. Setting the gradient of proportional to that of gives : the same direction, and the same answer.