Math Problem Statement
Solution
The problem asks you to find the approximate change in the function for a change in from 1 to 3.02, given that the change in is from 3 to 3.02.
We can use the linear approximation formula, which is given by:
Let me calculate the partial derivatives and , and then use the given changes in and to find the change in .
I will go ahead with this calculation. sympy import symbols, sqrt, diff
Define variables
x, y = symbols('x y')
Define the function z
z = x**3 + 6xsqrt(y - 2)
Calculate partial derivatives
dz_dx = diff(z, x) dz_dy = diff(z, y)
Calculate the change in x and y
dx = 3.02 - 1 dy = 3.02 - 3
Evaluate partial derivatives at x = 1 and y = 3
dz_dx_at_1_3 = dz_dx.subs({x: 1, y: 3}) dz_dy_at_1_3 = dz_dy.subs({x: 1, y: 3})
Calculate the approximate change in z
delta_z = dz_dx_at_1_3 * dx + dz_dy_at_1_3 * dy delta_zThe approximate change in the function is , but this does not match the choices provided in the options. I may need to recheck the context of the question. It seems there could be a misunderstanding in how the problem is framed, or the question uses a simplified approach.
Would you like me to review the problem again or look into a different aspect of the question?
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Math Problem Analysis
Mathematical Concepts
Calculus
Differential Approximation
Partial Derivatives
Formulas
Δz ≈ ∂z/∂x Δx + ∂z/∂y Δy
Theorems
Linear Approximation
Partial Derivatives
Suitable Grade Level
University Level (Calculus)
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