Normed Spaces

Description: Normed Spaces Quiz
Number of Questions: 15
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Tags: normed spaces real analysis mathematics
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Which of the following is not a property of a normed space?

  1. Completeness

  2. Linearity

  3. Non-negativity

  4. Triangle inequality


Correct Option: A
Explanation:

Completeness is not a property of a normed space, but it is a property of a Banach space, which is a complete normed space.

In a normed space, the norm of the zero vector is:

  1. 0

  2. 1

  3. 2

  4. 3


Correct Option: A
Explanation:

The norm of the zero vector is always 0, regardless of the normed space.

Which of the following is an example of a normed space?

  1. The set of all continuous functions on the interval [0, 1]

  2. The set of all polynomials with real coefficients

  3. The set of all vectors in $\mathbb{R}^n$

  4. The set of all matrices with real entries


Correct Option: C
Explanation:

The set of all vectors in $\mathbb{R}^n$ is a normed space with the Euclidean norm.

The triangle inequality in a normed space states that:

  1. $|x + y| \leq |x| + |y|$

  2. $|x + y| \geq |x| + |y|$

  3. $|x + y| = |x| + |y|$

  4. $|x + y| \leq |x| - |y|$


Correct Option: A
Explanation:

The triangle inequality in a normed space states that the norm of the sum of two vectors is less than or equal to the sum of the norms of the vectors.

Which of the following is not a property of a Banach space?

  1. Completeness

  2. Linearity

  3. Non-negativity

  4. Triangle inequality


Correct Option: B
Explanation:

Linearity is not a property of a Banach space, but it is a property of a normed space.

In a Banach space, the Cauchy sequence is:

  1. A sequence that converges to a limit in the space

  2. A sequence that is bounded in the space

  3. A sequence that is increasing in the space

  4. A sequence that is decreasing in the space


Correct Option: A
Explanation:

In a Banach space, a Cauchy sequence is a sequence that converges to a limit in the space.

Which of the following is an example of a Banach space?

  1. The set of all continuous functions on the interval [0, 1]

  2. The set of all polynomials with real coefficients

  3. The set of all vectors in $\mathbb{R}^n$

  4. The set of all matrices with real entries


Correct Option: A
Explanation:

The set of all continuous functions on the interval [0, 1] is a Banach space with the supremum norm.

The completeness of a normed space means that:

  1. Every Cauchy sequence in the space converges to a limit in the space

  2. Every bounded sequence in the space converges to a limit in the space

  3. Every increasing sequence in the space converges to a limit in the space

  4. Every decreasing sequence in the space converges to a limit in the space


Correct Option: A
Explanation:

The completeness of a normed space means that every Cauchy sequence in the space converges to a limit in the space.

Which of the following is not a property of a Hilbert space?

  1. Completeness

  2. Inner product

  3. Linearity

  4. Triangle inequality


Correct Option: D
Explanation:

The triangle inequality is not a property of a Hilbert space, but it is a property of a normed space.

In a Hilbert space, the inner product of two vectors is:

  1. A complex number

  2. A real number

  3. A vector

  4. A matrix


Correct Option: A
Explanation:

In a Hilbert space, the inner product of two vectors is a complex number.

Which of the following is an example of a Hilbert space?

  1. The set of all continuous functions on the interval [0, 1]

  2. The set of all polynomials with real coefficients

  3. The set of all vectors in $\mathbb{R}^n$

  4. The set of all matrices with real entries


Correct Option: C
Explanation:

The set of all vectors in $\mathbb{R}^n$ is a Hilbert space with the Euclidean inner product.

The inner product in a Hilbert space satisfies the following properties:

  1. Linearity, positivity, and symmetry

  2. Linearity, non-negativity, and symmetry

  3. Linearity, positivity, and anti-symmetry

  4. Linearity, non-negativity, and anti-symmetry


Correct Option: A
Explanation:

The inner product in a Hilbert space satisfies the properties of linearity, positivity, and symmetry.

Which of the following is not a property of a Banach algebra?

  1. Associativity

  2. Commutativity

  3. Completeness

  4. Identity element


Correct Option: B
Explanation:

Commutativity is not a property of a Banach algebra, but it is a property of a commutative Banach algebra.

In a Banach algebra, the norm of the product of two elements is:

  1. Less than or equal to the product of the norms of the elements

  2. Greater than or equal to the product of the norms of the elements

  3. Equal to the product of the norms of the elements

  4. None of the above


Correct Option: A
Explanation:

In a Banach algebra, the norm of the product of two elements is less than or equal to the product of the norms of the elements.

Which of the following is an example of a Banach algebra?

  1. The set of all continuous functions on the interval [0, 1]

  2. The set of all polynomials with real coefficients

  3. The set of all vectors in $\mathbb{R}^n$

  4. The set of all matrices with real entries


Correct Option: D
Explanation:

The set of all matrices with real entries is a Banach algebra with the matrix norm.

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