Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Directional Derivatives
Gradient Vectors
Unit Vectors
Vector Calculus

Formulas

Directional Derivative: D_u f = ∇f · u
Gradient of f(x, y): ∇f = (∂f/∂x, ∂f/∂y)
Magnitude of a vector: |v| = √(v_x^2 + v_y^2)

Theorems

Directional Derivative in the Gradient Direction
Gradient Perpendicularity to Level Curves

Suitable Grade Level

College Calculus