Math Problem Statement

Solution

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Math Problem Analysis

Mathematical Concepts

Multivariable Calculus
Implicit Differentiation
Tangent Planes
Partial Derivatives

Formulas

Gradient of f: ∇f = (∂f/∂x, ∂f/∂y, ∂f/∂z)
Tangent plane equation: f_x(x_0, y_0, z_0)(x - x_0) + f_y(x_0, y_0, z_0)(y - y_0) + f_z(x_0, y_0, z_0)(z - z_0) = 0

Theorems

Gradient Theorem (Directional Derivative)
Tangent Planes to Implicit Surfaces

Suitable Grade Level

Grades 11-12 (or College Calculus)