Evaluating and applying the properties of scalar product
The angle between two vectors
Using and finding unit vectors including \(\boldsymbol i, \boldsymbol j, \boldsymbol k\) as a basis.
Textbook page numbers
Zeta Higher Mathematics pp.208-230
Heinemann Higher Maths pp.238-271
TeeJay Higher Maths pp.131-145
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Scalar product
\( \boldsymbol a .\boldsymbol b = \vert \boldsymbol a\vert\tiny\,\normalsize\vert\boldsymbol b\vert\small\,\normalsize cos\,\theta, \) where \(\theta\) is the angle between \(\boldsymbol a\) and \(\boldsymbol b\small.\)
\( \boldsymbol a .\boldsymbol b = a_1 b_1+a_2 b_2+a_3 b_3,\) where \(\boldsymbol a =\left(\begin{matrix} a_1 \\ a_2 \\ a_3 \end{matrix} \right)\) and \(\boldsymbol b = \left(\begin{matrix} \,b_1 \\ \,b_2 \\ \,b_3 \end{matrix}\right)\small\,.\)
Three vectors are defined as follows:
\( \overrightarrow{\textsf{RS}} = -3{\boldsymbol i}+2{\boldsymbol j}+{\boldsymbol k}\)
\( \overrightarrow{\textsf{ST}} = {\boldsymbol i}-3{\boldsymbol j}+5{\boldsymbol k}\)
\( \overrightarrow{\textsf{PT}} = 2{\boldsymbol i}+{\boldsymbol j}-3{\boldsymbol k}\) (a) Find \(\overrightarrow{\textsf{RT}}\small.\) (b) Hence, or otherwise, find \(\overrightarrow{\textsf{RP}}\small.\)
(a) For \(\overrightarrow{\textsf{RT}}\small,\) we should start at R and go via S to T, as we have been given the vectors \(\overrightarrow{\textsf{RS}}\) and \(\overrightarrow{\textsf{ST}}\small.\)
So \(\overrightarrow{\textsf{RT}} = -2\underline i -\underline j +6\underline k.\)
(b) For \(\overrightarrow{\textsf{RP}}\small,\) we should start at R and go via T to P, because the only vector involving P that we know is \(\overrightarrow{\textsf{PT}}\small.\)
So \(\overrightarrow{\textsf{RP}} = -4\underline i -2\underline j +9\underline k.\)
Example 2 (non-calculator)
PQRS is a trapezium with \(\overrightarrow{\textsf{RQ}}=2\,\overrightarrow{\textsf{SP}}\small.\)
\(\overrightarrow{\textsf{PQ}}\) and \(\overrightarrow{\textsf{RQ}}\) represent vectors \( {\boldsymbol u} \) and \( {\boldsymbol v} \) respectively, as shown.
(a) Express \(\overrightarrow{\textsf{RP}}\) in terms of \( {\boldsymbol u} \) and \( {\boldsymbol v}\small.\) (b) Express \(\overrightarrow{\textsf{RS}}\) in terms of \( {\boldsymbol u} \) and \( {\boldsymbol v}\small.\) Give your answer in its simplest form.
(a) Imagine travelling from R to P via Q:
$$
\begin{eqnarray}
\overrightarrow{\textsf{RP}} &=& \overrightarrow{\textsf{RQ}}+\overrightarrow{\textsf{QP}} \\[6pt]
&=& \overrightarrow{\textsf{RQ}}-\overrightarrow{\textsf{PQ}} \\[6pt]
&=& \underline v - \underline u \\[6pt]
\end{eqnarray}
$$
(b) Let's go from R to S via P:
$$
\begin{eqnarray}
\overrightarrow{\textsf{RS}} &=& \overrightarrow{\textsf{RP}} +\overrightarrow{\textsf{PS}} \\[6pt]
&=& \overrightarrow{\textsf{RP}}- \small\frac{1}{2}\normalsize\overrightarrow{\textsf{RQ}} \:\:\:\:\small\textsf{(because } \small \overrightarrow{\textsf{RQ}} \normalsize = 2\tiny\ \small \overrightarrow{\textsf{SP}} \normalsize \textsf{)} \\[6pt]
&=& (\underline v - \underline u) - \small\frac{1}{2} \normalsize \underline v \:\:\:\:\small\textsf{(using part (a))}\\[6pt]
&=& \small\frac{1}{2}\normalsize\underline v - \underline u
\end{eqnarray}
$$
Example 3 (non-calculator)
Show that the points A\(\,(-1,\,3,\,0)\small,\)B\(\,(2,\,-1\,,4)\) and C\(\,(-7,\,11,\,-8)\) are collinear.
Note that we can use any two vectors for the following working. You might prefer to use \(\overrightarrow{\textsf{AB}}\) and \(\overrightarrow{\textsf{BC}}\) if that feels more natural to you.
\(\overrightarrow{\textsf{AC}}=-\small\,\normalsize 2\overrightarrow{\textsf{AB}}\) so \(\overrightarrow{\textsf{AC}}\) and \(\overrightarrow{\textsf{AB}}\) are parallel. A is a common point, so A, B and C are collinear.
Note: The course specification specifically states that candidates should "include the phrases ‘parallel’ and ‘common point’ in their answers to show collinearity," so please be careful to use this wording.
Example 4 (non-calculator)
Show that the points P\(\,(2,\,-6,\,8),\)Q\(\,(0,\,-5,\,5)\) and R\(\,(8,\,-9,\,0)\) are not collinear.
Like the previous example, we can use any two vectors. You might prefer to use \(\overrightarrow{\textsf{PQ}}\) and \(\overrightarrow{\textsf{QR}}\small\) if that feels more natural to you. The working will be different, but the conclusion will be the same.
The results of the division are not all equal so \(\overrightarrow{\textsf{PR}}\) is not a multiple of \(\overrightarrow{\textsf{PQ}}\small.\) This tells us that the two vectors are not parallel, and for that reason points P, Q and R cannot be collinear.
Example 5 (non-calculator)
(a) Show that the points F\(\,(-3,\,-5,\,9),\)G\(\,(0,\,1,\,0)\) and H\(\,(2,\,5,\,-6)\) are collinear. (b) State the ratio in which G divides FH.
(a) Because G divides FH, it makes sense to choose two vectors that both involve G.
From the above, \(\overrightarrow{\textsf{FG}}=\large\frac{3}{2}\normalsize\,\overrightarrow{\textsf{GH}}\small,\) so \(\overrightarrow{\textsf{FG}}\) and \(\overrightarrow{\textsf{GH}}\) are parallel. G is a common point, so F, G and H are collinear.
(b) With experience, you can usually write down these ratios without any further working, but a more formal method would be to start with the connection between \(\overrightarrow{\textsf{FG}}\) and \(\overrightarrow{\textsf{GH}}\) from part (a) above:
R and T are the points \((7,-1,8)\) and \((-3,4,-7)\) respectively.
S divides RT internally in the ratio \(2:3\small.\)
Determine the coordinates of point S.
There are three main methods to divide a line segment in a given ratio. Use whichever you prefer.
Method 1: Stepping out
First we subtract each of the \(x\)-,\(y\)- and \(z\)-coordinates. This calculates the components of the vector \(\overrightarrow{\textsf{RT}}\small.\)
This method starts by stating the ratio, rearranging the resulting equation and finding \(\boldsymbol s\small,\) the position vector of S.
$$
\begin{eqnarray}
\overrightarrow{\textsf{RS}}:\overrightarrow{\textsf{ST}} &=& 2:3 \\[6pt]
3\,\overrightarrow{\textsf{RS}} &=& 2\,\overrightarrow{\textsf{ST}} \\[6pt]
3\left(\underline s - \underline r\right) &=& 2\left(\underline t - \underline s\right) \\[6pt]
3\underline s - 3\underline r &=& 2\underline t - 2\underline s \\[6pt]
3\underline s + 2\underline s &=& 2\underline t + 3\underline r \\[6pt]
5\underline s &=& 2\underline t + 3\underline r \\[6pt]
&=& 2\left( \begin{matrix} -3 \\ \phantom{-}4 \\ -7 \end{matrix}\right) + 3\left( \begin{matrix} \phantom{-}7 \\ -1 \\ \phantom{-}8 \end{matrix}\right) \\[6pt]
&=& \left( \begin{matrix} -6 \\ \phantom{-}8 \\ -14 \end{matrix}\right) + \left( \begin{matrix} \phantom{-}21 \\ -3 \\ \phantom{-}24 \end{matrix}\right) \\[6pt]
&=& \left( \begin{matrix} 15 \\ \phantom{.}5 \\ 10 \end{matrix}\right) \\[6pt]
\underline s &=& \left( \begin{matrix} \phantom{.}3\phantom{.} \\ \phantom{.}1\phantom{.} \\ \phantom{.}2\phantom{.} \end{matrix}\right)
\end{eqnarray}
$$
So the coordinates of S are \((3,\,1,\,2).\)
Method 3: The section formula
We don't like the section formula. It's ugly, it's easy to forget and it discourages logical process. We much prefer one of the previous two methods. However, you may use whichever method suits you best!
A and B are the points \((-4,1,-3)\) and \((0,-6,1)\) respectively.
\(k\,\overrightarrow{\textsf{AB}}\) is a unit vector, where \(k \gt 0.\)
Determine the value of \(k\small.\)
First we find the magnitude of \(\overrightarrow{\textsf{AB}}\small.\)
\(\vert k\,\overrightarrow{\textsf{AB}}\vert=1\) so \(k=\large\frac{1}{9}\small.\)
Example 9 (non-calculator)
Vectors \({\boldsymbol u}=-3{\boldsymbol i}+2{\boldsymbol j}+n{\boldsymbol k}\) and \({\boldsymbol v}=2{\boldsymbol i}+5{\boldsymbol j}+2{\boldsymbol k}\) are perpendicular.
Determine the value of \(n\).
Questions to do with the angle between vectors always use the scalar product, as defined at the top of this page.
Because \(\underline u\) and \(\underline v\) are perpendicular, we know that \(\underline u\,.\,\underline v=0\small.\) This is because \(\text{cos}\,90^\circ=0\small.\)
Vectors \({\boldsymbol u}=8{\boldsymbol i}+2{\boldsymbol j}-{\boldsymbol k}\) and \({\boldsymbol v}=-3{\boldsymbol i}+t{\boldsymbol j}-6{\boldsymbol k}\) are perpendicular.
Determine the value of \(t\).
Because \(\underline u\) and \(\underline v\) are perpendicular, we know that \(\underline u\,.\,\underline v=0.\) This is because \(\text{cos}\,90^\circ=0\small.\)
Vectors \({\boldsymbol u}\) and \({\boldsymbol v}\) have components \(\left( \begin{matrix} \phantom{.}p\, \\ -2\, \\ \phantom{.}4\,\, \end{matrix} \right)\) and \(\left( \begin{matrix} \ 2p\!+\!16\, \\ -3\, \\ \phantom{-}\!6\, \end{matrix} \right)\!\small,\normalsize\ p\in\mathbb R\small.\)
(a) (i) Find an expression for \({\boldsymbol u}\boldsymbol.{\boldsymbol v}\small.\) (ii) Determine the values of \(p\) for which \({\boldsymbol u}\) and \({\boldsymbol v}\) are perpendicular. (b) Determine the value of \(p\) for which \({\boldsymbol u}\) and \({\boldsymbol v}\) are parallel.
(a) (i) We calculate the scalar product using the components.
(a) (ii) If \(\underline u\) and \(\underline v\) are perpendicular, then \(\underline u\,.\,\underline v=0\) because \(\text{cos}\,90^\circ=0\small.\) So we solve:
(b) If two vectors are parallel, then one is a scalar multiple of the other.
Examining the \(\underline j\) and \(\underline k\) components of \(\underline u\) and \(\underline v\small,\) we see that \(-3=\large\frac32\normalsize\!\times\!-2\) and \(6=\large\frac32\normalsize\!\times 4\small.\)
So if \(\underline u\) and \(\underline v\) are parallel, then \(\underline v=\large\frac32\normalsize\,\underline u\small.\)
Now we consider the \(\underline i\) components of each vector:
The vectors \({\boldsymbol u}\) and \({\boldsymbol v}\) are such that
• \(\vert{\boldsymbol u}\vert =4\)
• \(\vert{\boldsymbol v}\vert =5\)
• \({\boldsymbol u}.({\boldsymbol u}+{\boldsymbol v})=21\)
Determine the size of the angle between the vectors \({\boldsymbol u}\) and \({\boldsymbol v}\).
We start by expanding the bracket and using the fact that the angle between \(\underline{u}\) and itself is \(0^\circ.\)
Points A, B and C are collinear, with B dividing AC.
• A has coordinates \((4,2,-5)\)
• B has coordinates \((7,-4,1)\)
• \(\vert\overrightarrow{\textsf{BC}}\vert =6\) (a) (i) Find \(\vert\overrightarrow{\textsf{AB}}\vert\small.\) (ii) State the ratio in which B divides AC. (b) Determine the coordinates of C.
(a) (i) First we find \(\overrightarrow{\textsf{AB}}\) in component form, and then we find its magnitude.
(a) (ii) \(\vert\overrightarrow{\textsf{AB}}\vert=9\) and we are told that \(\vert\overrightarrow{\textsf{BC}}\vert=6\small.\)
So B divides AC in the ratio \(9:6=3:2\small.\)
(b) There are several reasonable ways to do this. Here is one suitable method.
Draw yourself a quick sketch if you don't immediately see why \(\overrightarrow{\textsf{AC}}=\large\frac{5}{3}\normalsize\,\overrightarrow{\textsf{AB}}\small.\)
(a) Given A\(\,(3,\,1,\,8)\small,\)B\(\,(-2,\,5,\,1)\) and C\(\,(7,\,-6,\,3)\small,\) express \(\overrightarrow{\textsf{AB}}\) and \(\overrightarrow{\textsf{AC}}\) in component form. (b) Hence calculate the size of angle BAC.
(a) This straightforward question was worth 6 marks: 2 for (a) and 4 for (b).
(b) Both vectors from part (a) start at the point A, so there are no complications here. We can just use the vectors \(\overrightarrow{\textsf{AB}}\) and \(\overrightarrow{\textsf{AC}}\) to find angle BAC.
First, we use the components to calculate the scalar product:
P and Q have coordinates \((-6,\,1,\,2)\) and \((-1,\,11,\,-8)\) respectively.
Find the coordinates of the point R which divides PQ in the ratio \(2:3.\)
There are three main ways to find a point that divides a line segment: 'stepping out', using basic vector algebra or using the 'sector formula'.
You may have been taught only one of these methods, or more than one. Use whichever you prefer.
However, bear in mind that this was only a 2-mark question, so whichever method you use, make sure you practise it enough, so that you can do it quickly and accurately, every time!
Method 1: Stepping out
\(x\!: -1-(-6)=5\small,\) which splits as \(2\!:\!3\small.\)
\(y\!: 11-1=10\small,\) which splits as \(4\!:\!6\small.\)
\(z\!: -8-2=-10\small,\) which splits as \(-4:-6\small.\)
Now we add each of these 'steps' (i.e. the first numbers in each ratio) onto the corresponding coordinates of P.
So R is \(\left(-6\!+\!2,\,1\!+\!4,\,2\!+(-\!4)\right)\) \(=(-4,\,5,\,-2).\)
So the coordinates of R are \((-4,\,5,\,-2)\small.\)
Example 18 (calculator)
SQA Higher Maths 2024 Paper 2 Q3
The coordinates of points D, E and F are given by D\(\,(2,\,-3,\,4)\small,\)E\(\,(1,\,1,\,-2)\) and F\(\,(3,\,2,\,1)\small.\) (a) Express \(\overrightarrow{\textsf{ED}}\) and \(\overrightarrow{\textsf{EF}}\) in component form. (b) (i) Calculate \(\overrightarrow{\textsf{ED}}.\overrightarrow{\textsf{EF}}\small.\) (ii) Hence, or otherwise, calculate the size of angle DEF.
(a) This 7-mark question broke down as 2 for (a), 1 for (b)(i) and 4 for (b)(ii).
From the above, \(\overrightarrow{\textsf{AB}}=\large\frac{3}{2}\normalsize\,\overrightarrow{\textsf{BC}}\) so \(\overrightarrow{\textsf{AB}}\) and \(\overrightarrow{\textsf{BC}}\) are parallel. B is a common point, so A, B and C are collinear.
(b) With experience, you can usually write down these ratios without any further working, but a more formal method would be to start with the connection between \(\overrightarrow{\textsf{AB}}\) and \(\overrightarrow{\textsf{BC}}\) from part (a) above: