Scalar multiplication of vectors
Scalar Multiplication of Vectors
Scalar Multiplication of Vectors is a topic in Vectors in the Texas Essential Knowledge and Skills (Precalculus, §111.42). It is aligned to Standard P.4(J), which requires students to represent and apply scalar multiplication of vectors.
Scalar multiplication \(k\langle a,b\rangle=\langle ka,kb\rangle\) scales a vector's length by \(|k|\) and reverses its direction when \(k<0\).
Theory
Multiplying a vector by a scalar (a number) \(k\) scales each component:
The magnitude scales by \(|k|\): \(\|kv\|=|k|\,\|v\|\). If \(k>0\) the direction is unchanged; if \(k<0\) the direction reverses.
Scalar multiplication and its effect on magnitude:
How to scalar-multiply
- Multiply each component by the scalar.
- Track direction: a negative scalar reverses it.
- Magnitude: multiply the original magnitude by \(|k|\).
- For a set length: scale the unit vector to that length.
Multiply each component by 3.
| \(3v\) | \(=\) | \(\langle 3\cdot 2,\ 3\cdot(-1)\rangle\) |
| \(=\) | \(\langle 6,-3\rangle\) |
Multiply components by \(-2\); magnitude scales by \(|-2|=2\).
| \(-2v\) | \(=\) | \(\langle -8,-6\rangle\) |
| \(\|-2v\|\) | \(=\) | \(\sqrt{64+36}=10\) |
Direction reverses; magnitude is \(2\|v\|=2(5)=10\).
Scale, then add.
| \(2u\) | \(=\) | \(\langle 2,4\rangle\) |
| \(2u+v\) | \(=\) | \(\langle 2+3,\ 4-1\rangle\) |
| \(=\) | \(\langle 5,3\rangle\) |
Take the unit vector, then multiply by 15.
| \(\hat v\) | \(=\) | \(\dfrac{1}{5}\langle 3,4\rangle\) |
| \(15\hat v\) | \(=\) | \(\langle 9,12\rangle\) |
Common pitfalls
Frequently asked questions
What is scalar multiplication of a vector?
Multiplying each component by a number \(k\): \(k\langle a,b\rangle=\langle ka,kb\rangle\).
What does a negative scalar do?
It reverses the vector's direction while scaling its length by the absolute value of the scalar.
How does scaling affect magnitude?
\(\|kv\|=|k|\,\|v\|\): the magnitude multiplies by the absolute value of the scalar.
How do you make a vector a specific length?
Find the unit vector and multiply by the desired length \(L\): \(L\hat v\).