Math Problem Statement

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Determine the coordinates of the vector (0, 6, 7, 8) in R^4 with respect to a given basis. Also, find the coordinates of the polynomial p(t) = 6 + 7t^2 + 8t^3 with respect to a polynomial basis.

Solution

Let's go through each part of the problem and solve it in detail.

Part (a)

We are asked to determine the coordinates of the vector (0,6,7,8)(0, 6, 7, 8) in R4\mathbb{R}^4 with respect to the basis {(1,1,1,1),(0,1,1,1),(0,0,1,1),(0,0,0,1)}\{(1, 1, 1, 1), (0, 1, 1, 1), (0, 0, 1, 1), (0, 0, 0, 1)\}.

  1. Let the coordinates of (0,6,7,8)(0, 6, 7, 8) with respect to this basis be (a,b,c,d)(a, b, c, d).
  2. Then, we can write: a(1,1,1,1)+b(0,1,1,1)+c(0,0,1,1)+d(0,0,0,1)=(0,6,7,8).a(1, 1, 1, 1) + b(0, 1, 1, 1) + c(0, 0, 1, 1) + d(0, 0, 0, 1) = (0, 6, 7, 8).
  3. Expanding the left-hand side, we get: (a,a+b,a+b+c,a+b+c+d)=(0,6,7,8).(a, a + b, a + b + c, a + b + c + d) = (0, 6, 7, 8).
  4. Now we can set up equations by comparing components:
    • a=0a = 0
    • a+b=6a + b = 6b=6b = 6
    • a+b+c=7a + b + c = 7c=1c = 1
    • a+b+c+d=8a + b + c + d = 8d=1d = 1

Therefore, the coordinates of (0,6,7,8)(0, 6, 7, 8) in terms of the given basis are (a,b,c,d)=(0,6,1,1)(a, b, c, d) = (0, 6, 1, 1).


Part (b)

We are given a polynomial space P3(R)P_3(\mathbb{R}) with basis S={1,t,t2,t3}S = \{1, t, t^2, t^3\}. We are asked to find the coordinates of the polynomial p(t)=6+7t2+8t3p(t) = 6 + 7t^2 + 8t^3 with respect to this basis.

  1. Write p(t)p(t) as a linear combination of the basis elements: p(t)=a1+bt+ct2+dt3.p(t) = a \cdot 1 + b \cdot t + c \cdot t^2 + d \cdot t^3.
  2. Equate coefficients to match p(t)=6+7t2+8t3p(t) = 6 + 7t^2 + 8t^3:
    • The constant term gives a=6a = 6.
    • The coefficient of tt is zero, so b=0b = 0.
    • The coefficient of t2t^2 gives c=7c = 7.
    • The coefficient of t3t^3 gives d=8d = 8.

Thus, the coordinates of p(t)p(t) with respect to the basis SS are (a,b,c,d)=(6,0,7,8)(a, b, c, d) = (6, 0, 7, 8).


Let me know if you need further details or explanations on any part of the solution.

Here are some follow-up questions related to this topic:

  1. What is the general method for finding the coordinates of a vector with respect to a given basis in any vector space?
  2. How can we verify that a given set of vectors forms a basis for a vector space?
  3. How does one determine if a polynomial space Pn(R)P_n(\mathbb{R}) is a vector space?
  4. What are the applications of finding coordinates with respect to different bases in linear algebra?
  5. How would the approach change if the vector space were Rn\mathbb{R}^n with an arbitrary nn?

Tip: When finding coordinates with respect to a basis, setting up equations for each component by matching terms is an effective method.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Vector Coordinates
Basis and Span
Polynomial Spaces
Coordinate Systems

Formulas

Vector decomposition with respect to a basis: v = a1*b1 + a2*b2 + ... + an*bn
Polynomial coordinate representation: p(t) = a*1 + b*t + c*t^2 + d*t^3

Theorems

Basis representation theorem

Suitable Grade Level

College level (Linear Algebra)