Review : Matrices & Vectors — Question 6

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Question 6

Work with real matrices and column vectors. Write InI_n for the n×nn\times n identity, ATA^T for transpose, and ∥v∥=vTv\|v\|=\sqrt{v^Tv} for Euclidean length. Show the reasoning behind every classification; do not use eigenvalue methods.

In three dimensions, let u=(1,1,0)T,v=(1,0,1)T,wτ=(τ,1,1)T.u=(1,1,0)^T,\qquad v=(1,0,1)^T,\qquad w_\tau=(\tau,1,1)^T. The plane of interest passes through p=(1,2,3)Tp=(1,2,3)^T and has direction vectors u,vu,v. Use the scalar triple product (u×v)⋅w(u\times v)\cdot w as signed volume.

Tasks

  1. Find a normal vector and a Cartesian equation for the plane. Verify that the specified point and directions satisfy the required conditions.

  2. Find the area of the parallelogram spanned by u,vu,v, and the signed and unsigned volumes spanned by u,v,wτu,v,w_\tau.

  3. Classify every τ\tau for which the three direction vectors are linearly independent. At each dependent value, give an explicit nontrivial relation.

  4. Explain how reversing the order of u,vu,v affects the normal, plane equation, signed volume and unsigned volume. Distinguish a direction lying in the plane from a point lying on this translated plane.

Original worksheet page 1: question and worked solution for 5-2-006
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Question 6 – Solution

Strategy. A cross product encodes both a perpendicular direction and an orientation. Translation affects a plane’s points, not its direction space.

Step 1: Find and verify the normal. Direct calculation gives n=u×v=(1,−1,−1)T.n=u\times v=(1,-1,-1)^T. Both dot products n⋅un\cdot u and n⋅vn\cdot v vanish. The plane equation is n⋅(x−p)=0n\cdot(x-p)=0, or x1−x2−x3=−4.\boxed{x_1-x_2-x_3=-4.} The point pp satisfies it, and adding any combination of u,vu,v to pp leaves its left side unchanged.

Step 2: Compute area and volume. The parallelogram area is ∥n∥=3\|n\|=\boxed{\sqrt 3}. The scalar triple product is n⋅wτ=τ−2,unsigned volume=|τ−2|.\boxed{n\cdot w_\tau=\tau-2,\qquad \text{unsigned volume}=|\tau-2|.} For example, τ=0\tau=0 gives signed volume −2-2 and volume 22.

Step 3: Prove the independence classification. If αu+βv+γwτ=0\alpha u+\beta v+\gamma w_\tau=0, dotting with nn gives γ(τ−2)=0\gamma(\tau-2)=0. For τ≠2\tau\ne 2, this forces γ=0\gamma=0. The second and third coordinates of αu+βv=0\alpha u+\beta v=0 then give α=β=0\alpha=\beta=0. Thus the vectors are independent exactly for τ≠2\tau\ne 2. At τ=2\tau=2, w2=u+v\boxed{w_2=u+v} is a nontrivial dependence, and the volume collapses to zero.

Step 4: Separate orientation from translation. Reversing the order gives v×u=−nv\times u=-n. The plane equation becomes −x1+x2+x3=4-x_1+x_2+x_3=4, describing the same plane. Signed volume changes sign, while unsigned volume does not. As a direction, wτw_\tau lies in the plane’s direction space exactly when n⋅wτ=0n\cdot w_\tau=0, or τ=2\tau=2. As a point with those coordinates, it lies on the translated plane exactly when τ−2=−4\tau-2=-4, or τ=−2\tau=-2. These are different questions because the plane does not pass through the origin.

Original worksheet page 2: question and worked solution for 5-2-006

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