Assignment 2
Due June 2026
,Question 1
Problem Statement
Consider the function 𝑓: ℝ2 → ℝ defined by
𝑓(𝑥, 𝑦) = 1 − 𝑥 2 − 𝑦 2 .
Let 𝐶 be the contour curve of 𝑓 through the point (1, −1).
Let 𝐿 be the tangent line to 𝐶 at the point (1,1).
Let 𝑉 be the tangent plane to the graph of 𝑓 at the point (1,1).
Answer parts (a) to (f).
(a) Equation of the contour curve 𝐶
Step 1: Identify the level value
A contour curve consists of all points where 𝑓(𝑥, 𝑦) equals a constant.
Evaluate 𝑓 at the given point:
𝑓(1, −1) = 1 − 1 2 − (−1)2 = 1 − 1 − 1 = −1
Step 2: Set up the contour equation
1 − 𝑥 2 − 𝑦 2 = −1
Step 3: Simplify
𝑥2 + 𝑦2 = 2
Final Answer (a)
𝑥2 + 𝑦2 = 2
, (b) A vector in ℝ2 perpendicular to 𝐶 at (1,1)
Step 1: Use the gradient
For a contour curve 𝑓(𝑥, 𝑦) = 𝑐, the gradient ∇𝑓 is perpendicular to the curve.
∂𝑓 ∂𝑓
∇𝑓(𝑥, 𝑦) = ( , )
∂𝑥 ∂𝑦
Step 2: Compute partial derivatives
∂𝑓 ∂𝑓
= −2𝑥, = −2𝑦
∂𝑥 ∂𝑦
Step 3: Evaluate at (1,1)
∇𝑓(1,1) = (−2, −2)
Final Answer (b)
⟨−2, −2⟩
(Any nonzero scalar multiple is also correct.)
(c) Cartesian equation of the tangent line 𝐿
Step 1: Use the gradient-based tangent formula
For a contour curve:
∇𝑓(𝑥0 , 𝑦0 ) ⋅ ⟨𝑥 − 𝑥 0 , 𝑦 − 𝑦0 ⟩ = 0
Step 2: Substitute values
(−2, −2) ⋅ (𝑥 − 1, 𝑦 − 1) = 0
Step 3: Compute the dot product
−2(𝑥 − 1) − 2(𝑦 − 1) = 0