The Formula for Vector Multiplication

Oct 13, 2025 by pynkocean.com 105 views

Introduction

In mathematics, vectors are used to represent quantities with both magnitude and direction. When we multiply a vector by a scalar, we are essentially scaling the vector by that scalar value. In this article, we will explore the concept of vector multiplication and how it applies to the given problem.

What is Vector Multiplication?

Vector multiplication is a fundamental concept in linear algebra that involves multiplying a vector by a scalar. When we multiply a vector by a scalar, we are essentially scaling the vector by that scalar value. This means that each component of the vector is multiplied by the scalar.

The Formula for Vector Multiplication

The formula for vector multiplication is given by:

a = k * b

where a is the resulting vector, k is the scalar, and b is the original vector.

Applying Vector Multiplication to the Given Problem

Now, let's apply the concept of vector multiplication to the given problem. We are given the vector:

b = ${\begin{array}{c} -7 \\ 11 \\ 2 \end{array}}$

and we are asked to find the result of multiplying this vector by the scalar 3.

Choosing the Correct Option

We are given three options to choose from:

${$ [1 \times 3]$}$
${$ [3 \times 1]$}$
${$ [3 \times 3]$}$

To determine the correct option, we need to understand that when we multiply a vector by a scalar, we are essentially scaling the vector by that scalar value. This means that each component of the vector is multiplied by the scalar.

Option 1: ${$ [1 \times 3]$}$

If we choose option 1, we are essentially multiplying the vector b by the scalar 1 and then multiplying the result by the scalar 3. This is not the correct option because we are not multiplying the vector b by the scalar 3 directly.

Option 2: ${$ [3 \times 1]$}$

If we choose option 2, we are essentially multiplying the vector b by the scalar 3 directly. This is the correct option because we are multiplying the vector b by the scalar 3.

Option 3: ${$ [3 \times 3]$}$

If we choose option 3, we are essentially multiplying the vector b by the scalar 3 and then multiplying the result by the scalar 3 again. This is not the correct option because we are multiplying the vector b by the scalar 3 twice.

Conclusion

In conclusion, the correct option is ${$ [3 \times 1]$}$. This is because we are multiplying the vector b by the scalar 3 directly.

The Final Answer

The final answer is ${\begin{array}{c} -21 \\ 33 \\ 6 \end{array}}$ .

Introduction

What is Vector Multiplication?

The Formula for Vector Multiplication

The formula for vector multiplication is given by:

a = k * b

where a is the resulting vector, k is the scalar, and b is the original vector.

Applying Vector Multiplication to the Given Problem

Now, let's apply the concept of vector multiplication to the given problem. We are given the vector:

b = ${\begin{array}{c} -7 \\ 11 \\ 2 \end{array}}$

and we are asked to find the result of multiplying this vector by the scalar 3.

Choosing the Correct Option

We are given three options to choose from:

${$ [1 \times 3]$}$
${$ [3 \times 1]$}$
${$ [3 \times 3]$}$

Option 1: ${$ [1 \times 3]$}$

Option 2: ${$ [3 \times 1]$}$

If we choose option 2, we are essentially multiplying the vector b by the scalar 3 directly. This is the correct option because we are multiplying the vector b by the scalar 3.

Option 3: ${$ [3 \times 3]$}$

Conclusion

In conclusion, the correct option is ${$ [3 \times 1]$}$. This is because we are multiplying the vector b by the scalar 3 directly.

The Final Answer

The final answer is ${\begin{array}{c} -21 \\ 33 \\ 6 \end{array}}$ .

Introduction

What is Vector Multiplication?

The Formula for Vector Multiplication

The formula for vector multiplication is given by:

a = k * b

where a is the resulting vector, k is the scalar, and b is the original vector.

Applying Vector Multiplication to the Given Problem

Now, let's apply the concept of vector multiplication to the given problem. We are given the vector:

b = ${\begin{array}{c} -7 \\ 11 \\ 2 \end{array}}$

and we are asked to find the result of multiplying this vector by the scalar 3.

Choosing the Correct Option

We are given three options to choose from:

${$ [1 \times 3]$}$
${$ [3 \times 1]$}$
${$ [3 \times 3]$}$

Option 1: ${$ [1 \times 3]$}$

Option 2: ${$ [3 \times 1]$}$

If we choose option 2, we are essentially multiplying the vector b by the scalar 3 directly. This is the correct option because we are multiplying the vector b by the scalar 3.

Option 3: ${$ [3 \times 3]$}$

Conclusion

In conclusion, the correct option is ${$ [3 \times 1]$}$. This is because we are multiplying the vector b by the scalar 3 directly.

The Final Answer

The final answer is ${\begin{array}{c} -21 \\ 33 \\ 6 \end{array}}$ .

Introduction

What is Vector Multiplication?

Q: What is vector multiplication?

A: Vector multiplication is a fundamental concept in linear algebra that involves multiplying a vector by a scalar. When we multiply a vector by a scalar, we are essentially scaling the vector by that scalar value.

Q: What is the formula for vector multiplication?

A: The formula for vector multiplication is given by:

a = k * b

where a is the resulting vector, k is the scalar, and b is the original vector.

Q: How do I apply vector multiplication to a given problem?

A: To apply vector multiplication to a given problem, you need to follow these steps:

Identify the vector and the scalar.
Multiply each component of the vector by the scalar.
The resulting vector is the product of the original vector and the scalar.

Q: What is the difference between scalar multiplication and vector multiplication?

A: Scalar multiplication involves multiplying a vector by a scalar, while vector multiplication involves multiplying two vectors together. In scalar multiplication, the resulting vector is a scaled version of the original vector, while in vector multiplication, the resulting vector is a new vector that is a combination of the two original vectors.

Q: Can I multiply two vectors together?

A: Yes, you can multiply two vectors together, but the result is not a vector. Instead, the result is a scalar value that represents the dot product of the two vectors.

Q: What is the dot product of two vectors?

A: The dot product of two vectors is a scalar value that represents the amount of "similarity" between the two vectors. It is calculated by multiplying the corresponding components of the two vectors and summing the results.

Q: How do I calculate the dot product of two vectors?

A: To calculate the dot product of two vectors, you need to follow these steps:

Identify the two vectors.
Multiply the corresponding components of the two vectors.
Sum the results to get the dot product.

Q: What is the significance of vector multiplication in real-world applications?

A: Vector multiplication has many real-world applications, including:

Physics: Vector multiplication is used to describe the motion of objects in space.
Engineering: Vector multiplication is used to calculate the forces and torques acting on objects.
Computer Graphics: Vector multiplication is used to create 3D models and animations.

Q: Can I use vector multiplication to solve problems in other fields?

A: Yes, vector multiplication can be used to solve problems in other fields, including:

Economics: Vector multiplication can be used to describe the relationships between economic variables.
Biology: Vector multiplication can be used to describe the relationships between biological variables.
Social Sciences: Vector multiplication can be used to describe the relationships between social variables.

Conclusion

In conclusion, vector multiplication is a fundamental concept in linear algebra that has many real-world applications. It is used to describe the relationships between vectors and scalars, and it has many practical uses in fields such as physics, engineering, and computer graphics.