Math Problem Statement

Given the function F(x, y) = 4z : y + z^2, approximate the function value change from point (2,2) when x and y increase by 10%. Then, calculate the relative percentage error compared to the actual change of 21.

Solution

The problem concerns analyzing the function F(x,y)=4z:y+z2F(x, y) = 4z : y + z^2 and involves calculating the approximate change in the function value and determining the relative percentage error. Let me extract the details and solve the problem step by step.


Question Breakdown:

  1. Part a) Approximate the change in the function F(x,y)F(x, y) at point (2,2)(2, 2), given that xx and yy increase by 10%. You are given: Fx(2,2)=12,Fy(2,2)=8\frac{\partial F}{\partial x}(2, 2) = 12, \quad \frac{\partial F}{\partial y}(2, 2) = 8

    • Use these partial derivatives and the 10% increase in xx and yy to compute the approximate change in F(x,y)F(x, y).
  2. Part b) Compute the relative percentage error between the actual change in function value (denoted as ΔF(2,2)=21\Delta F(2, 2) = 21) and the approximation calculated in part (a).


Solution for Part a)

We approximate the change in the function using the formula: ΔFFx(x,y)Δx+Fy(x,y)Δy\Delta F \approx \frac{\partial F}{\partial x}(x, y) \cdot \Delta x + \frac{\partial F}{\partial y}(x, y) \cdot \Delta y Here, Δx=0.1x\Delta x = 0.1x and Δy=0.1y\Delta y = 0.1y because xx and yy are increased by 10%. At (x,y)=(2,2)(x, y) = (2, 2): Δx=0.12=0.2,Δy=0.12=0.2\Delta x = 0.1 \cdot 2 = 0.2, \quad \Delta y = 0.1 \cdot 2 = 0.2 Substitute these values and the partial derivatives: ΔF120.2+80.2=2.4+1.6=4.0\Delta F \approx 12 \cdot 0.2 + 8 \cdot 0.2 = 2.4 + 1.6 = 4.0

The approximate function change is: ΔFapprox=4.0\Delta F_{\text{approx}} = 4.0


Solution for Part b)

The relative percentage error is computed as: Relative error=ΔFactualΔFapproxΔFactual100\text{Relative error} = \frac{\lvert \Delta F_{\text{actual}} - \Delta F_{\text{approx}} \rvert}{\Delta F_{\text{actual}}} \cdot 100 Given ΔFactual=21\Delta F_{\text{actual}} = 21 and ΔFapprox=4.0\Delta F_{\text{approx}} = 4.0, we substitute: [ \text{Relative error} = \frac{\lvert 21 - 4.0 \rvert}{21} \cdot 100 = \frac{17}{21

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Math Problem Analysis

Mathematical Concepts

Partial Derivatives
Function Approximation
Error Analysis

Formulas

ΔF ≈ (∂F/∂x) · Δx + (∂F/∂y) · Δy
Relative Error = |Actual - Approximation| / Actual · 100

Theorems

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Suitable Grade Level

Undergraduate Mathematics or Calculus Level