Skill: Determine the dot product of two vectors

Explanation and Free Practice Resources

The dot product of two vectors is the scalar obtained by multiplying corresponding components and adding the products, such as u⋅v=uxvx+uyvy\mathbf{u}\cdot\mathbf{v}=u_xv_x+u_yv_y (and +uzvz+u_zv_z in three dimensions). It also represents ∣u∣∣v∣cos⁡θ|\mathbf{u}||\mathbf{v}|\cos\theta, allowing interpretation of alignment: a zero dot product indicates perpendicular vectors, while its sign distinguishes acute from obtuse angles; abstract inner products and higher-dimensional generalizations are outside this scope.

Detailed Explanation: Determine the dot product of two vectors

To find the dot product, multiply corresponding components and add the results.

For two-dimensional vectors,

u⋅v=uxvx+uyvy.\mathbf{u}\cdot\mathbf{v}=u_xv_x+u_yv_y.

For three-dimensional vectors, include the third pair:

u⋅v=uxvx+uyvy+uzvz.\mathbf{u}\cdot\mathbf{v}=u_xv_x+u_yv_y+u_zv_z.

Example

Find the dot product of

u=(3,−2)andv=(4,5).\mathbf{u}=(3,-2) \qquad\text{and}\qquad \mathbf{v}=(4,5).

Step 1: Multiply corresponding components.

3(4)=12and(−2)(5)=−103(4)=12 \qquad\text{and}\qquad (-2)(5)=-10

Step 2: Add the products.

u⋅v=12+(−10)=2\mathbf{u}\cdot\mathbf{v}=12+(-10)=2

Therefore,

u⋅v=2\boxed{\mathbf{u}\cdot\mathbf{v}=2}

The dot product is a scalar, not a vector. Its sign also gives information about the angle between the vectors:

  • A positive dot product means the angle is acute.
  • A dot product of 00 means the vectors are perpendicular.
  • A negative dot product means the angle is obtuse.

Here, the dot product is positive, so the angle between u\mathbf{u} and v\mathbf{v} is acute.

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Vectors - Dot Product - Vector Notation to Dot Product


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