Math Problem Statement

Find a basis for and the dimension of the subspaces defined by each of the following sets of conditions: p e P3(R), p(2) = p(-1) = 0

Solution

We aim to find a basis and the dimension of the subspace WW of P3(R)P_3(\mathbb{R}) defined by the conditions p(2)=0p(2) = 0 and p(1)=0p(-1) = 0. Here P3(R)P_3(\mathbb{R}) is the space of all polynomials of degree at most 3 with real coefficients.

Step 1: General form of a polynomial in P3(R)P_3(\mathbb{R})

A general polynomial p(x)P3(R)p(x) \in P_3(\mathbb{R}) has the form: p(x)=a0+a1x+a2x2+a3x3,p(x) = a_0 + a_1x + a_2x^2 + a_3x^3, where a0,a1,a2,a3Ra_0, a_1, a_2, a_3 \in \mathbb{R}.

Step 2: Apply the given conditions

  1. Condition p(2)=0p(2) = 0: Substituting x=2x = 2 into p(x)p(x), we get: p(2)=a0+2a1+4a2+8a3=0.p(2) = a_0 + 2a_1 + 4a_2 + 8a_3 = 0.

  2. Condition p(1)=0p(-1) = 0: Substituting x=1x = -1 into p(x)p(x), we get: p(1)=a0a1+a2a3=0.p(-1) = a_0 - a_1 + a_2 - a_3 = 0.

These conditions give two linear equations: (1)a0+2a1+4a2+8a3=0,\text{(1)} \quad a_0 + 2a_1 + 4a_2 + 8a_3 = 0, (2)a0a1+a2a3=0.\text{(2)} \quad a_0 - a_1 + a_2 - a_3 = 0.

Step 3: Solve for the subspace

The subspace is determined by the set of all (a0,a1,a2,a3)R4(a_0, a_1, a_2, a_3) \in \mathbb{R}^4 that satisfy these equations. Represent this system as a matrix equation:

1 & 2 & 4 & 8 \\ 1 & -1 & 1 & -1 \end{bmatrix} \begin{bmatrix} a_0 \\ a_1 \\ a_2 \\ a_3 \end{bmatrix} = \begin{bmatrix} 0 \\ 0 \end{bmatrix}.$$ #### Row reduce the matrix: $$\begin{bmatrix} 1 & 2 & 4 & 8 \\ 1 & -1 & 1 & -1 \end{bmatrix} \to \begin{bmatrix} 1 & 2 & 4 & 8 \\ 0 & -3 & -3 & -9 \end{bmatrix} \to \begin{bmatrix} 1 & 2 & 4 & 8 \\ 0 & 1 & 1 & 3 \end{bmatrix}.$$ Rewriting the equations from the row-reduced form: 1. $$a_0 + 2a_1 + 4a_2 + 8a_3 = 0,$$ 2. $$a_1 + a_2 + 3a_3 = 0.$$ From the second equation: $$a_1 = -a_2 - 3a_3.$$ Substitute $$a_1$$ into the first equation: $$a_0 + 2(-a_2 - 3a_3) + 4a_2 + 8a_3 = 0,$$ $$a_0 - 2a_2 - 6a_3 + 4a_2 + 8a_3 = 0,$$ $$a_0 + 2a_2 + 2a_3 = 0,$$ $$a_0 = -2a_2 - 2a_3.$$ ### Step 4: Parametrize the solution Let $$a_2 = t$$ and $$a_3 = s$$, where $$t, s \in \mathbb{R}$$. Then: $$a_1 = -t - 3s, \quad a_0 = -2t - 2s.$$ The polynomial $$p(x)$$ becomes: $$p(x) = a_0 + a_1x + a_2x^2 + a_3x^3,$$ $$p(x) = (-2t - 2s) + (-t - 3s)x + tx^2 + sx^3.$$ Factorize $$t$$ and $$s$$: $$p(x) = t(-2 - x + x^2) + s(-2 - 3x + x^3).$$ The basis for $$W$$ is: $$\{-2 - x + x^2, \, -2 - 3x + x^3\}.$$ ### Step 5: Dimension of the subspace The dimension of $$W$$ is the number of basis elements: $$\dim(W) = 2.$$ ### Final Answer: - **Basis:** $$\{-2 - x + x^2, \, -2 - 3x + x^3\}$$, - **Dimension:** $$2$$. Would you like further clarifications or additional examples? --- ### Related Questions: 1. What is the dimension of $$P_3(\mathbb{R})$$ itself? 2. How do the conditions $$p(2) = 0$$ and $$p(-1) = 0$$ reduce the degrees of freedom in $$P_3(\mathbb{R})$$? 3. Can this subspace $$W$$ be visualized geometrically? How? 4. How would the basis change if $$p(1) = 0$$ were added as another condition? 5. What if the conditions were $$p'(2) = 0$$ and $$p(-1) = 0$$? --- ### Tip: When finding a basis, always focus on simplifying the system of equations to identify the free variables, which directly correspond to the dimension of the subspace.

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Math Problem Analysis

Mathematical Concepts

Linear Algebra
Polynomial Spaces
Subspaces
Basis and Dimension

Formulas

General polynomial form: p(x) = a0 + a1x + a2x^2 + a3x^3
Matrix representation of linear systems
Row reduction to solve systems of linear equations

Theorems

Dimension theorem: Dimension of a subspace equals the number of basis vectors
Linear independence of basis vectors in a subspace

Suitable Grade Level

Undergraduate (Linear Algebra)