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)