问题


There is a single choice question about college mathematics. Answer the question by replying A, B, C or D.
Question: Let V be the vector space, under the usual operations, of real polynomials that are of degree at most 3. Let W be the subspace of all polynomials p (x) in V such that p (0) = p(1) = p(-1) = 0. Then dim V + dim W is
A. 4
B. 5
C. 6
D. 7
Answer:

答案

模型 模型答案 正确答案
金声玉亮2.0

A nice linear algebra question!

Since $V$ is the vector space of real polynomials of degree at most 3, we can write a general element of $V$ as:

$$p(x) = ax^3 + bx^2 + cx + d$$

where $a, b, c, d \in \mathbb{R}$.

The subspace $W$ consists of all polynomials $p(x)$ in $V$ such that $p(0) = p(1) = p(-1) = 0$.

Evaluating $p(x)$ at $x = 0, 1, -1$, we get:

$$p(0) = d = 0$$
$$p(1) = a + b + c + d = 0$$
$$p(-1) = -a + b - c + d = 0$$

Simplifying these equations, we get:

$$d = 0$$
$$a + b + c = 0$$
$$-a + b - c = 0$$

Adding the last two equations, we get:

$$2b = 0 \Rightarrow b = 0$$

Substituting $b = 0$ into the second equation, we get:

$$a + c = 0 \Rightarrow c = -a$$

So, a general element of $W$ can be written as:

$$p(x) = ax^3 - ax$$

where $a \in \mathbb{R}$.

Thus, $\dim W = 1$.

Since $\dim V = 4$ (because a general element of $V$ has 4 coefficients: $a, b, c, d$), we have:

$$\dim V + \dim W = 4 + 1 = 5$$

Therefore, the correct answer is:

B. 5
B
deepseekr1

The vector space \( V \) consists of real polynomials of degree at most 3, so its standard basis is \(\{1, x, x^2, x^3\}\), giving \(\dim V = 4\).

For subspace \( W \), polynomials must satisfy \( p(0) = p(1) = p(-1) = 0 \). A general polynomial in \( V \) is \( p(x) = ax^3 + bx^2 + cx + d \). Applying the constraints:
1. \( p(0) = 0 \Rightarrow d = 0 \).
2. \( p(1) = 0 \Rightarrow a + b + c = 0 \).
3. \( p(-1) = 0 \Rightarrow -a + b - c = 0 \).

Solving these equations:
- Adding the second and third equations eliminates \( a \) and \( c \), yielding \( 2b = 0 \Rightarrow b = 0 \).
- Substituting \( b = 0 \) into \( a + c = 0 \Rightarrow c = -a \).

Thus, polynomials in \( W \) reduce to \( p(x) = a(x^3 - x) \), showing \( W \) is spanned by \( x^3 - x \). Hence, \(\dim W = 1\).

The three constraints are linearly independent (verified via functionals), confirming \(\dim W = 4 - 3 = 1\). Therefore, \(\dim V + \dim W = 4 + 1 = 5\).

**Answer: B**
B
gpto1 To determine \(\dim W\), where \(W\) is the subspace of polynomials in \(V\) satisfying \(p(0) = p(1) = p(-1) = 0\), let's consider the general polynomial in \(V\):

\[ p(x) = a x^3 + b x^2 + c x + d \]

Applying the conditions:

1. \(p(0) = d = 0\)
2. \(p(1) = a + b + c + d = 0\) (since \(d = 0\))
3. \(p(-1) = -a + b - c + d = 0\) (again, \(d = 0\))

Subtracting the second and third equations:

\[ (a + b + c) - (-a + b - c) = 2a + 2c = 0 \]

This simplifies to \(a + c = 0\), so \(c = -a\).

Substitute \(c = -a\) back into \(a + b + c = 0\):

\[ a + b - a = 0 \implies b = 0 \]

Now, the coefficients are:

- \(d = 0\)
- \(b = 0\)
- \(c = -a\)

Thus, the polynomials in \(W\) are of the form:

\[ p(x) = a(x^3 - x) \]

Since \(a\) is the only free parameter, \(\dim W = 1\).

Finally, \(\dim V + \dim W = 4 + 1 = 5\).

**Answer:** B
B
GPT-4o To solve this problem, we first need to determine the dimensions of \( V \) and \( W \).

1. **Dimension of \( V \):**
The vector space \( V \) consists of all real polynomials of degree at most 3. A general polynomial in \( V \) has the form:
\[
p(x) = a_0 + a_1 x + a_2 x^2 + a_3 x^3
\]
Here, \( a_0, a_1, a_2, \) and \( a_3 \) are real coefficients. Therefore, the dimension of \( V \) is the number of independent coefficients, which is 4.

\[
\dim(V) = 4
\]

2. **Dimension of \( W \):**
The subspace \( W \) consists of all polynomials \( p(x) \in V \) such that \( p(0) = p(1) = p(-1) = 0 \). This implies that the polynomial must have the roots \( 0, 1, \) and \( -1 \).

Therefore, any polynomial in \( W \) can be written as:
\[
p(x) = c \cdot x(x-1)(x+1)
\]
where \( c \) is a real number. The polynomial \( x(x-1)(x+1) = x^3 - x \) is a single basis element for \( W \). Thus, \( W \) is spanned by this single polynomial, and therefore the dimension of \( W \) is 1.

\[
\dim(W) = 1
\]

3. **Sum of the Dimensions:**
Now we can add the dimensions of \( V \) and \( W \):

\[
\dim(V) + \dim(W) = 4 + 1 = 5
\]

Thus, the answer is:
\[
\boxed{B}
\]
B
llama3.1-70B-Instruct

A polynomial p(x) in V is of the form p(x) = ax^(3) + bx^(2) + cx + d. Since p(0) = p(1) = p(-1) = 0, we have d = 0, a + b + c = 0 and -a + b - c = 0. Solving these equations, we get a = c and b = -2a. Thus, p(x) = ax^(3) - 2ax^(2) + ax = ax(x^(2) - 2x + 1) = a(x - 1)^(2)x. Thus, W is spanned by (x - 1)^(2)x. Hence, dim W = 1. Since dim V = 4, we get dim V + dim W = 5.
Answer is: B
B
llama3.1-405B-Instruct

dim V = 4 and dim W = 1
dim V + dim W = 4 + 1 = 5
So, the correct option is (B): 5
B
DeepSeek-Coder-V2 C. 6 B
Qwen2-72B-Instruct D. 7

The dimension of V is 4 because the basis for V consists of 1, x, x^2, and x^3. The dimension of W can be found by considering the conditions p(0) = p(1) = p(-1) = 0. A polynomial of degree at most 3 that satisfies these conditions is of the form p(x) = ax(x-1)(x+1) = ax^3 - ax, where a is a real number. Thus, a basis for W is {x^3 - x}, and dim W = 1. Therefore, dim V + dim W = 4 + 1 = 5. However, this is not one of the choices, so there may be an error in the question or the choices. The correct answer, based on the given choices, is D. 7, but this does not seem to be mathematically correct based on the information provided.
B
baichuan4 C B
doubao D. 7

The dimension of the vector space V of polynomials of degree at most 3 is 4 (since a general polynomial of degree at most 3 is of the form ax^3 + bx^2 + cx + d).

For W, a polynomial in W must have roots at 0, 1, and -1. So it can be written as p(x) = Ax(x - 1)(x + 1) = Ax(x^2 - 1) = Ax^3 - Ax. So the dimension of W is 2.

Then dim V + dim W = 4 + 2 = 6. But we also have to consider the zero polynomial which is in both V and W, so we add 1 to get 7.
B
minimax To solve this problem, we need to determine the dimensions of both vector spaces V and W.

V is the vector space of real polynomials of degree at most 3. A basis for this space is given by the set of polynomials {1, x, x^2, x^3}. There are 4 elements in this basis, so the dimension of V is 4.

W is the subspace of V consisting of polynomials that satisfy the conditions p(0) = p(1) = p(-1) = 0. To find a basis for W, we need to find polynomials that satisfy these conditions. A polynomial that satisfies p(0) = 0 is of the form xq(x), where q(x) is a polynomial. Since we also need p(1) = 0 and p(-1) = 0, we can construct a polynomial that satisfies all these conditions by considering the simplest polynomial that vanishes at 0, 1, and -1, which is x(x-1)(x+1) = x(x^2 - 1) = x^3 - x. This polynomial is of degree 3, and it is the only polynomial that satisfies all the given conditions without being the zero polynomial.

However, we need to find a basis for W, not just a single polynomial. Since we are looking for polynomials of degree at most 3, and we know that x(x^2 - 1) is in W, we can construct a basis for W by considering the polynomials that are multiples of x(x^2 - 1) and that are linearly independent from each other. The simplest such polynomials are x, x^2(x^2 - 1), and x^3(x^2 - 1). These polynomials are linearly independent and satisfy the conditions p(0) = p(1) = p(-1) = 0.

Thus, the dimension of W is 3.

Now, we can add the dimensions of V and W to get the sum:

dim V + dim W = 4 + 3 = 7

The correct answer is:

D. 7
B
kimi To solve this problem, let's first determine the dimension of the vector space \( V \) and then the dimension of the subspace \( W \).

The vector space \( V \) consists of real polynomials of degree at most 3. The general form of such a polynomial is:
\[ p(x) = ax^3 + bx^2 + cx + d \]
where \( a, b, c, \) and \( d \) are real numbers. Since there are four coefficients, the dimension of \( V \) is 4.

Now, let's consider the subspace \( W \). The polynomials in \( W \) must satisfy \( p(0) = p(1) = p(-1) = 0 \). Let's find the conditions for a polynomial to be in \( W \):

1. \( p(0) = d = 0 \)
2. \( p(1) = a + b + c + d = 0 \)
3. \( p(-1) = -a + b - c + d = 0 \)

Since \( d = 0 \) from the first condition, the second and third conditions simplify to:
1. \( a + b + c = 0 \)
2. \( -a + b - c = 0 \)

From the second condition, we can solve for \( a \):
\[ -a + b - c = 0 \implies a = b - c \]

Substituting \( a = b - c \) into the first condition:
\[ (b - c) + b + c = 0 \implies 2b = 0 \implies b = 0 \]

Since \( b = 0 \) and \( a = b - c \), we have \( a = -c \). Therefore, the polynomial in \( W \) can be written as:
\[ p(x) = -cx^3 + cx^2 \]

This means that any polynomial in \( W \) can be written as a linear combination of \( x^2 \) and \( -x^3 \). Hence, the dimension of \( W \) is 2.

Now, we can find the sum of the dimensions of \( V \) and \( W \):
\[ \text{dim } V + \text{dim } W = 4 + 2 = 6 \]

So the answer is:
C. 6
B
wenxinyiyan D

### Explanation:

#### Dimension of V

The vector space V consists of real polynomials of degree at most 3. These polynomials have the general form:

$p(x) = ax^3 + bx^2 + cx + d$

where $a,, b c, d$ are real numbers. Since there are four coefficients (degrees of freedom), the dimension of V is 4.

$\dim V = 4$

#### Dimension of W

The subspace W consists of polynomials $p(x)$ in V that satisfy the conditions $p(0) = p(1) = p(-1) = 0$. Let's analyze these conditions:

1. $p(0) = 0$ implies that $d = 0$.
2. $p(1) = 0$ implies that $a + b + c + d = 0$.
3. $p(-1) = 0$ implies that $-a + b - c + d = 0$.

Since $d = 0$, the second and third conditions simplify to:

1. $a + b + c = 0$
2. $-a + b - c = 0$

Adding these two equations gives $2b = 0$, so $b = 0$. Substituting $b = 0$ back into the equations gives $a = -c$.

Therefore, the polynomials in W have the form:

$p(x) = ax^3 - ax + bx^2 \quad \text{(where $b = 0$)}$
$p(x) = ax^3 - ax$

Since there are two degrees of freedom ($a$ and $-a$, but they are dependent on each other, so only one is counted), the dimension of W is:

$\dim W = 4 - 3 = 1$

Note: Alternatively, you can observe that W is spanned by the single polynomial $x^3 - x$, which directly gives $\dim W = 1$.

#### Final Answer

The sum of the dimensions is:

$\dim V + \dim W = 4 + 1 = 5$

However, upon closer inspection of the conditions for W, we find that there are actually two independent polynomials that satisfy the conditions: $x^3 - x$ and $x^2 - 1$ (both are zero at $x = 0, 1, -1$). Therefore, $\dim W = 2$.

Correcting the previous calculation:

$\dim V + \dim W = 4 + 2 = 6$

So the answer is C.

**Note**: The initial explanation and conclusion that $\dim W = 1$ was incorrect. Upon further analysis, it was found that $\dim W = 2$, leading to the corrected answer of C. The polynomials $x^3 - x$ and $x^2 - 1$ both satisfy the conditions for W and are linearly independent, spanning W.
B
zhipu To determine the dimension of the vector space \( V \) and the subspace \( W \), let's analyze each part step by step.

### Step 1: Determine \(\text{dim} V\)

The vector space \( V \) consists of all real polynomials of degree at most 3. A general polynomial of degree at most 3 can be written as:
\[ p(x) = a_0 + a_1 x + a_2 x^2 + a_3 x^3 \]
where \( a_0, a_1, a_2, a_3 \) are real coefficients.

Since there are 4 coefficients, the dimension of \( V \) is:
\[ \text{dim} V = 4 \]

### Step 2: Determine \(\text{dim} W\)

The subspace \( W \) consists of all polynomials \( p(x) \) in \( V \) such that \( p(0) = p(1) = p(-1) = 0 \).

Let's express these conditions mathematically:
1. \( p(0) = 0 \) implies \( a_0 = 0 \).
2. \( p(1) = 0 \) implies \( a_0 + a_1 + a_2 + a_3 = 0 \).
3. \( p(-1) = 0 \) implies \( a_0 - a_1 + a_2 - a_3 = 0 \).

Since \( a_0 = 0 \), the conditions simplify to:
1. \( a_1 + a_2 + a_3 = 0 \)
2. \( -a_1 + a_2 - a_3 = 0 \)

We now have a system of linear equations:
\[
\begin{cases}
a_1 + a_2 + a_3 = 0 \\
-a_1 + a_2 - a_3 = 0
\end{cases}
\]

### Step 3: Solve the System of Equations

Adding the two equations:
\[ (a_1 + a_2 + a_3) + (-a_1 + a_2 - a_3) = 0 + 0 \]
\[ 2a_2 = 0 \]
\[ a_2 = 0 \]

Substituting \( a_2 = 0 \) back into the first equation:
\[ a_1 + 0 + a_3 = 0 \]
\[ a_1 = -a_3 \]

Thus, any polynomial in \( W \) can be written as:
\[ p(x) = a_1 x + a_3 x^3 \]
\[ p(x) = (-a_3)x + a_3 x^3 \]
\[ p(x) = a_3 (-x + x^3) \]

This shows that \( W \) is spanned by the polynomial \( -x + x^3 \). Therefore, \( \text{dim} W = 1 \).

### Step 4: Calculate \(\text{dim} V + \text{dim} W\)

Now, we sum the dimensions:
\[ \text{dim} V + \text{dim} W = 4 + 1 = 5 \]

Thus, the correct answer is:
\[ \boxed{B} \]
B
gpto1 To determine \(\dim W\), where \(W\) is the subspace of polynomials in \(V\) satisfying \(p(0) = p(1) = p(-1) = 0\), let's consider the general polynomial in \(V\):

\[ p(x) = a x^3 + b x^2 + c x + d \]

Applying the conditions:

1. \(p(0) = d = 0\)
2. \(p(1) = a + b + c + d = 0\) (since \(d = 0\))
3. \(p(-1) = -a + b - c + d = 0\) (again, \(d = 0\))

Subtracting the second and third equations:

\[ (a + b + c) - (-a + b - c) = 2a + 2c = 0 \]

This simplifies to \(a + c = 0\), so \(c = -a\).

Substitute \(c = -a\) back into \(a + b + c = 0\):

\[ a + b - a = 0 \implies b = 0 \]

Now, the coefficients are:

- \(d = 0\)
- \(b = 0\)
- \(c = -a\)

Thus, the polynomials in \(W\) are of the form:

\[ p(x) = a(x^3 - x) \]

Since \(a\) is the only free parameter, \(\dim W = 1\).

Finally, \(\dim V + \dim W = 4 + 1 = 5\).

**Answer:** B
B
deepseekv3 To solve this problem, we first determine the dimensions of the vector space \( V \) and the subspace \( W \).

1. **Dimension of \( V \):**
- \( V \) is the vector space of real polynomials of degree at most 3.
- The standard basis for \( V \) is \( \{1, x, x^2, x^3\} \).
- Therefore, \( \dim V = 4 \).

2. **Dimension of \( W \):**
- \( W \) is the subspace of polynomials \( p(x) \) in \( V \) such that \( p(0) = p(1) = p(-1) = 0 \).
- A polynomial \( p(x) \) in \( V \) can be written as \( p(x) = a + bx + cx^2 + dx^3 \).
- The conditions \( p(0) = p(1) = p(-1) = 0 \) impose three linear constraints on the coefficients \( a, b, c, d \):
- \( p(0) = a = 0 \),
- \( p(1) = a + b + c + d = 0 \),
- \( p(-1) = a - b + c - d = 0 \).
- Substituting \( a = 0 \) into the other equations gives:
- \( b + c + d = 0 \),
- \( -b + c - d = 0 \).
- Solving these equations, we find that \( c = 0 \) and \( b = -d \).
- Therefore, the polynomials in \( W \) can be expressed as \( p(x) = bx - bx^3 \), where \( b \) is a free parameter.
- A basis for \( W \) is \( \{x - x^3\} \), so \( \dim W = 1 \).

3. **Calculating \( \dim V + \dim W \):**
- \( \dim V + \dim W = 4 + 1 = 5 \).

Thus, the correct answer is

**B. 5**
B