Math Problem Statement

1. The polynomials 1 + x, 1 + x^2, 1 - x + x^2, x + x^3 forms a basis for all cubic polynomials. 2. Find the coordinate of 1 + x with respect to the basis from the previous problem.

Solution

The image contains two parts of a linear algebra problem regarding polynomials and their coordinates with respect to a basis. Here's how to break down and solve the problem:

1. Basis for Cubic Polynomials:

The polynomials 1+x1 + x, 1+x21 + x^2, 1x+x21 - x + x^2, and x+x3x + x^3 are given to form a basis for the vector space of all cubic polynomials. A cubic polynomial has the general form:

p(x)=a0+a1x+a2x2+a3x3p(x) = a_0 + a_1 x + a_2 x^2 + a_3 x^3

Since there are four polynomials, and they are independent, they form a basis for this vector space.

2. Coordinate of 1+x1 + x with respect to the basis:

The task is to find the coordinate of the polynomial 1+x1 + x with respect to the given basis. Let this coordinate be denoted as:

[1+x]=[c1c2c3c4][1 + x] = \begin{bmatrix} c_1 \\ c_2 \\ c_3 \\ c_4 \end{bmatrix}

where c1,c2,c3,c4c_1, c_2, c_3, c_4 are the scalars that correspond to the basis vectors. We need to solve for these scalars such that:

1+x=c1(1+x)+c2(1+x2)+c3(1x+x2)+c4(x+x3)1 + x = c_1(1 + x) + c_2(1 + x^2) + c_3(1 - x + x^2) + c_4(x + x^3)

Expanding both sides:

1+x=c1(1+x)+c2(1+x2)+c3(1x+x2)+c4(x+x3)1 + x = c_1(1 + x) + c_2(1 + x^2) + c_3(1 - x + x^2) + c_4(x + x^3)

Step-by-step expansion:

Expand each term:

  • c1(1+x)=c1+c1xc_1(1 + x) = c_1 + c_1 x
  • c2(1+x2)=c2+c2x2c_2(1 + x^2) = c_2 + c_2 x^2
  • c3(1x+x2)=c3c3x+c3x2c_3(1 - x + x^2) = c_3 - c_3 x + c_3 x^2
  • c4(x+x3)=c4x+c4x3c_4(x + x^3) = c_4 x + c_4 x^3

Summing all terms:

1+x=(c1+c2+c3)+(c1c3+c4)x+(c2+c3)x2+c4x31 + x = (c_1 + c_2 + c_3) + (c_1 - c_3 + c_4)x + (c_2 + c_3)x^2 + c_4 x^3

Now, equate coefficients of 11, xx, x2x^2, and x3x^3 from both sides:

  • Constant term: 1=c1+c2+c31 = c_1 + c_2 + c_3
  • xx-term: 1=c1c3+c41 = c_1 - c_3 + c_4
  • x2x^2-term: 0=c2+c30 = c_2 + c_3
  • x3x^3-term: 0=c40 = c_4

Solving the system of equations:

We now have the system of equations:

  1. c1+c2+c3=1c_1 + c_2 + c_3 = 1
  2. c1c3+c4=1c_1 - c_3 + c_4 = 1
  3. c2+c3=0c_2 + c_3 = 0
  4. c4=0c_4 = 0

From equation (4), we know c4=0c_4 = 0. Substitute this into equation (2):

c1c3=1c_1 - c_3 = 1

From equation (3), c2=c3c_2 = -c_3. Substitute this into equation (1):

c1c3+c3=1c1=1c_1 - c_3 + c_3 = 1 \quad \Rightarrow \quad c_1 = 1

Thus, c1=1c_1 = 1. Now, using equation (3), c2=c3c_2 = -c_3, and substituting into equation (1):

1+(c3)+c3=11 + (-c_3) + c_3 = 1

This holds true for any c3c_3, so c2=0c_2 = 0 and c3=0c_3 = 0.

Conclusion:

The coordinate vector of 1+x1 + x with respect to the basis is:

[1+x]=[1000][1 + x] = \begin{bmatrix} 1 \\ 0 \\ 0 \\ 0 \end{bmatrix}

Would you like more details or have any questions? Here are some related questions:

  1. How do you verify if a set of polynomials forms a basis for a given space?
  2. What is the significance of the dimension of a polynomial vector space?
  3. Can a polynomial of degree less than 3 be expressed as a linear combination of cubic polynomials?
  4. How do you find the coordinates of a polynomial in a different basis?
  5. Why are polynomial spaces important in functional analysis?

Tip: Always check the independence of your basis vectors when working with polynomial spaces to ensure they span the entire space.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Polynomial Basis
Coordinate Systems
Cubic Polynomials

Formulas

General form of a cubic polynomial: p(x) = a_0 + a_1 x + a_2 x^2 + a_3 x^3
Coordinate representation: 1 + x = c_1(1 + x) + c_2(1 + x^2) + c_3(1 - x + x^2) + c_4(x + x^3)

Theorems

Basis for vector spaces
Linear independence and spanning of polynomial spaces

Suitable Grade Level

Undergraduate (College-level Linear Algebra)