Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Directional Derivatives
Gradient
Vector Calculus

Formulas

Directional Derivative: D_uf(x, y) = ∇f(x, y) · û
Gradient: ∇f(x, y) = (f_x, f_y)
Magnitude of a vector: |v| = sqrt(v_x^2 + v_y^2)

Theorems

Directional Derivative Theorem
Gradient Calculation

Suitable Grade Level

College-level Calculus