Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Gradient
Directional Derivatives
Vector Calculus

Formulas

Directional derivative formula: D_u f = ∇f · u
Gradient: ∇f = (f_x, f_y)

Theorems

Linear equations system solving
Vector dot product

Suitable Grade Level

Undergraduate (Calculus I or II)