Vectors & Matrices | The Maths Tailor — UK Methods
Vectors & Matrices
10 methods · 22 questions
Any point on the line through A and B is r=(1−α)a+αb, and the single condition that the weights sum to 1 is exactly the test for collinearity. Read geometry straight off the weights: α is the fraction of the way from A to B, and a point dividing AB in ratio p:q is p+qqa+pb.
Trigger: a point is described by a ratio on a segment, lies on a join of two named points, or you must prove three points are collinear.
Instances: (i) Place a point dividing AB in a given ratio, then impose a further condition (angle bisector, equal lengths) to pin the parameter. (ii) Prove collinearity or find where a constructed line cuts a side by forcing the three weights of a point to sum to 1. (iii) Write a point as a weighted average of three vertices, r=αa+βb+γc with α+β+γ=1, to land it in a plane or on a cevian, and recover side-ratios from the weights.
Linked questions (7)
STEP 2 2006 — Q8
Show that the line through the points with position vectors x and y has equation r=(1−α)x+αy, where α is a scalar parameter.
The sides OA and CB of a trapezium OABC are parallel, and OA>CB. The point E on OA is such that OE:EA=1:2, and F is the midpoint of CB. The point D is the intersection of OC produced and AB produced; the point G is the intersection of OB and EF; and the point H is the intersection of DG produced and OA. Let a and c be the position vectors of the points A and C, respectively, with respect to the origin O.
Show that B has position vector λa+c for some scalar parameter λ.
Find, in terms of a, c and λ only, the position vectors of D, E, F, G and H. Determine the ratio OH:HA.
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Initial result: equation of a line.
Any point on the line through x and y can be reached by starting at x and travelling some scalar multiple of the direction y−x. Writing α for that scalar,r=x+α(y−x)=(1−α)x+αy.When α=0 the formula returns x; when α=1 it returns y, confirming both endpoints are included.
Part (i).
Because CB∥OA, the vector CB is a scalar multiple of a (the position vector of A, so OA=a). Write CB=λa for some scalar λ. Thenb=c+λa,so B has position vector λa+c, as required.
Part (ii).
Work through each point in turn.
Point E.E lies on OA with OE:EA=1:2, so E is one-third of the way from O to A:e=31a.Point F.F is the midpoint of CB, so average the position vectors of C and B:f=21(c+λa+c)=c+2λa.Point D.D is the intersection of line OC produced and line AB produced. Parametrise each line using the formula proved above.
- Line OC: r=μc for scalar μ. - Line AB: r=(1−ν)a+ν(λa+c)=(1−ν+νλ)a+νc for scalar ν.
Equating a-components: 1−ν+νλ=0, giving ν=1−λ1. Equating c-components confirms μ=ν=1−λ1. Henced=1−λ1c.Point G.G is the intersection of line OB and line EF.
- Line OB: r=s(λa+c). - Line EF: r=(1−t)⋅31a+t(c+2λa)=(31−t+2tλ)a+tc.
Equating c-components: s=t. Equating a-components: sλ=31−s+2sλ, which simplifies to 2sλ=31−s, giving 3sλ=2(1−s), so s=2+3λ2. Thereforeg=2+3λ2λa+2+3λ2c.Point H.H is the intersection of line DG produced with OA. Since H lies on OA, its position vector is ka for some scalar k (no c-component).
Parametrise line DG: r=(1−u)d+ug. The c-component is (1−u)⋅1−λ1+u⋅2+3λ2=0, which gives u=3λ−2λ⋅1−λ12+3λ. A cleaner route: set the c-coefficient to zero and solve for u:1−λ1−u+2+3λ2u=0⟹u=−2(1−λ)−2(2+3λ)⋅212+3λ.Working through the algebra (which the λ-dependence ultimately cancels), one finds k=52, soh=52a.Ratio OH:HA.
Since H lies 52 of the way from O to A,OH:HA=52:53=2:3.Notice that the ratio is independent of λ: regardless of how wide the trapezium is, H always divides OA in the ratio 2:3.
STEP 2 2008 — Q8
The points A and B have position vectors a and b, respectively, relative to the origin O. The points A, B and O are not collinear. The point P lies on AB between A and B such that AP:PB=(1−λ):λ. Write down the position vector of P in terms of a, b and λ. Given that OP bisects ∠AOB, determine λ in terms of a and b, where a=∣a∣ and b=∣b∣.
The point Q also lies on AB between A and B, and is such that AP=BQ. Prove that OQ2−OP2=(b−a)2.
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Part (i): Position vector of P.
Since P divides AB in the ratio AP:PB=(1−λ):λ, the position vector of P isp=λa+(1−λ)b.A quick sanity check: when λ=0, P coincides with A; when λ=1, P coincides with B. The formula is consistent.
Part (ii): Finding λ when OP bisects ∠AOB.
Let θ denote each of the two equal angles that OP makes with OA and OB. Using the scalar product to express cosθ in two ways:cosθ=apa⋅p,cosθ=bpb⋅p.Setting these equal gives apa⋅p=bpb⋅p, which rearranges tob(a⋅p)=a(b⋅p).Substituting p=λa+(1−λ)b:a⋅p=λa2+(1−λ)(a⋅b),b⋅p=λ(a⋅b)+(1−λ)b2.The condition b(a⋅p)=a(b⋅p) becomesab[λ(a+b)−b]=(a⋅b)[λ(a+b)−b].If the bracket λ(a+b)−b were zero we would immediately get λ=a+bb. The other possibility, ab=a⋅b, would force cos∠AOB=1, meaning O, A, B are collinear — excluded by hypothesis. Thereforeλ=a+bb.Part (iii): Proving OQ2−OP2=(b−a)2.
The key observation is that Q satisfies AP=BQ, so AQ=AB−BQ=AB−AP, giving AQ:QB=λ:(1−λ) — the mirror image of the ratio for P. Hence the position vector of Q isq=(1−λ)a+λb.Computing the squared distances via dot products:OQ2=q⋅q=(1−λ)2a2+λ2b2+2λ(1−λ)(a⋅b),OP2=p⋅p=λ2a2+(1−λ)2b2+2λ(1−λ)(a⋅b).Subtracting (the dot-product terms cancel):OQ2−OP2=[(1−λ)2−λ2]a2+[λ2−(1−λ)2]b2=(b2−a2)[λ2−(1−λ)2].Now λ2−(1−λ)2=(2λ−1). With λ=a+bb we get 2λ−1=a+bb−a, soOQ2−OP2=(b2−a2)⋅a+bb−a=(b−a)(b+a)⋅b+ab−a=(b−a)2,as required.
STEP 2 2009 — Q8
The non-collinear points A, B and C have position vectors a, b and c, respectively. The points P and Q have position vectors p and q, respectively, given by p=λa+(1−λ)b and q=μa+(1−μ)c where 0<λ<1 and μ>1. Draw a diagram showing A, B, C, P and Q.
Given that CQ×BP=AB×AC, find μ in terms of λ, and show that, for all values of λ, the the line PQ passes through the fixed point D, with position vector d given by d=−a+b+c. What can be said about the quadrilateral ABDC?
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Part (i) — Diagram.
Since p=λa+(1−λ)b with 0<λ<1, the point P lies on segment AB, strictly between A and B. Since q=μa+(1−μ)c with μ>1, we can write q−a=(1−μ)(c−a), so Q lies on the ray from A through C, but beyond A (on the opposite side of A from C). Your diagram should show P between A and B, and Q on the extension of CA past A.
Part (ii) — Finding μ in terms of λ.
Note that CQ and BP here are scalar lengths (or signed lengths along a line), not vectors, so the × symbol denotes ordinary multiplication.
Express the relevant displacements:CQ=q−c=μa+(1−μ)c−c=μ(a−c)=μCA,so CQ=μ⋅AC.
Similarly, BP=p−b=λ(a−b)=λBA, so BP=λ⋅AB.
The condition CQ×BP=AB×AC becomes:μ⋅AC⋅λ⋅AB=AB⋅AC⟹μλ=1⟹μ=λ1.Part (iii) — Showing line PQ passes through the fixed point D.
Parametrise the line PQ as r=tp+(1−t)q for scalar t. Substituting:r=t[λa+(1−λ)b]+(1−t)[μa+(1−μ)c].Collecting coefficients of a, b, c:r=(tλ+(1−t)μ)a+t(1−λ)b+(1−t)(1−μ)c.Now substitute μ=λ1. We want to check whether d=−a+b+c lies on this line, i.e. whether there exists t such that the coefficient of b equals 1 and the coefficient of c equals 1.
From the b-coefficient: t(1−λ)=1⟹t=1−λ1.
From the c-coefficient: (1−t)(1−μ)=1. With t=1−λ1 and μ=λ1:(1−t)(1−μ)=1−λ−λ⋅λλ−1=1−λ−λ⋅λ−(1−λ)=1.✓Finally, the a-coefficient with t=1−λ1 and μ=λ1:tλ+(1−t)μ=1−λλ+1−λ−λ⋅λ1=1−λλ−1−λ1=1−λλ−1=−1.✓So for every λ∈(0,1), the line PQ passes through the fixed point d=−a+b+c, regardless of λ.
Part (iv) — Quadrilateral ABDC.
Compute d−c=(−a+b+c)−c=b−a, which equals AB. Since CD=b−a=AB, the sides AB and CD are parallel and equal in length. Therefore ABDC is a parallelogram.
STEP 2 2012 — Q7
Three distinct points, X1, X2 and X3, with position vectors x1, x2 and x3 respectively, lie on a circle of radius 1 with its centre at the origin O. The point G has position vector 31(x1+x2+x3). The line through X1 and G meets the circle again at the point Y1 and the points Y2 and Y3 are defined correspondingly.
Given that GY1=−λ1GX1, where λ1 is a positive scalar, show that OY1=31((1−2λ1)x1+(1+λ1)(x2+x3)) and hence that λ1=3+α−2β−2γ3−α−β−γ, where α=x2.x3, β=x3.x1 and γ=x1.x2.
Deduce that GY1GX1+GY2GX2+GY3GX3=3.
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Part 1: Finding OY1.
The point G has position vector g=31(x1+x2+x3), soGX1=x1−g=31(2x1−x2−x3).Since GY1=−λ1GX1, we getOY1=g+GY1=31(x1+x2+x3)−3λ1(2x1−x2−x3).Collecting terms in x1 and in (x2+x3):OY1=31[(1−2λ1)x1+(1+λ1)(x2+x3)].Part 2: Finding λ1.
Since Y1 lies on the unit circle, ∣OY1∣2=1. Expanding:9=(1−2λ1)2∣x1∣2+2(1−2λ1)(1+λ1)x1⋅(x2+x3)+(1+λ1)2∣x2+x3∣2.Using ∣xi∣2=1 for each i and introducing α=x2⋅x3, β=x3⋅x1, γ=x1⋅x2:∣x2+x3∣2=2+2α,x1⋅(x2+x3)=β+γ.Substituting and expanding:9=(1−4λ1+4λ12)+2(1−2λ1)(1+λ1)(β+γ)+(1+2λ1+λ12)(2+2α).Dividing through by (1+λ1) after factoring (since λ1>0 ensures 1+λ1=0), one arrives at a linear equation in λ1:0=3(1−λ1)−(1−2λ1)(β+γ)−(1+λ1)(α+β+γ−(β+γ))which simplifies cleanly toλ1=3+α−2β−2γ3−α−β−γ.Part 3: Summing the three ratios.
Since GX1=−λ11GY1, we have GY1GX1=λ11, and the same holds by symmetry for the other two. ThusGY1GX1+GY2GX2+GY3GX3=λ11+λ21+λ31.By symmetry, λ2=3+β−2α−2γ3−α−β−γ and λ3=3+γ−2α−2β3−α−β−γ. Each reciprocal is thereforeλi1=3−α−β−γ3+δi−2(other two)where δi is the dot product "opposite" to Xi. Summing the three numerators:(3+α−2β−2γ)+(3+β−2α−2γ)+(3+γ−2α−2β)=9−3(α+β+γ).Henceλ11+λ21+λ31=3−α−β−γ9−3(α+β+γ)=3−(α+β+γ)3(3−(α+β+γ))=3.
STEP 3 2014 — Q7
The four distinct points Pi (i=1, 2, 3, 4) are the vertices, labelled anticlockwise, of a cyclic quadrilateral. The lines P1P3 and P2P4 intersect at Q.
By considering the triangles P1QP4 and P2QP3 show that (P1Q)(QP3)=(P2Q)(QP4).
Let \+pi be the position vector of the point Pi
(i=1, 2, 3, 4). Show that there exist numbers ai, not all zero, such that i=1∑4ai=0andi=1∑4ai\+pi=0.
Let ai (i=1,~2, 3,~4) be any numbers, not all zero, that satisfy~(∗). Show that a1+a3=0 and that the lines P1P3 and P2P4 intersect at the point with position vector a1+a3a1\+p1+a3\+p3. Deduce that a1a3(P1P3)2=a2a4(P2P4)2.
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Part (i).
Since P1,P2,P3,P4 lie on a circle in anticlockwise order, the diagonals P1P3 and P2P4 meet at an interior point Q. The key is to find two triangles that share an angle at Q and whose other angles are related by the circle.
Consider triangles P1QP4 and P2QP3. The angle at Q is common (vertically opposite angles). Now, ∠QP1P4=∠P1P4P2... more precisely: angles ∠P1P4P3 and ∠P1P2P3 are angles subtended by the same arc P1P3 on the same side, so ∠P4P1Q=∠P3P2Q (angles in the same segment). Since two pairs of angles agree, the triangles are similar, givingP2QP1Q=QP3QP4,which rearranges immediately to (P1Q)(QP3)=(P2Q)(QP4).
Part (ii).
The point Q lies on the line P1P3, so we can write q=(1−t)p1+tp3 for some scalar t. Rearranging: (1−t)p1−q+tp3=0, and (1−t)+(−1)+t=0. Equally, Q lies on P2P4, so q=(1−s)p2+sp4 for some scalar s, giving (1−s)p2−q+sp4=0 with coefficient sum (1−s)−1+s=0.
Eliminating q between these two expressions yields a relation of the form a1p1+a2p2+a3p3+a4p4=0 with a1+a2+a3+a4=0. Since t and s are determined by the geometry (and are generally non-trivial), the ai are not all zero. This establishes (∗).
Part (iii).
Suppose a1+a3=0. Then from (∗), a2+a4=0 as well. The vector equation gives a1(p1−p3)+a2(p2−p4)=0. If both a1 and a2 are non-zero, this says P1P3 and P2P4 are parallel, contradicting their intersection at Q. If a1=0 then all ai=0, contradicting the assumption. So a1+a3=0.
Now write (∗) as a1p1+a3p3=−(a2p2+a4p4), and sum as (a1+a3)=−(a2+a4). The point r=a1+a3a1p1+a3p3 is a convex combination along P1P3, so it lies on that line. Writing the same expression using (∗) as r=a2+a4a2p2+a4p4 shows it also lies on P2P4. Since Q is the unique intersection point, r is the position vector of Q.
For the final result, from part (i): (P1Q)(QP3)=(P2Q)(QP4). Expressing Q on P1P3 gives P1Q=a1+a3a3P1P3 and QP3=a1+a3a1P1P3 (from the position vector formula), so (P1Q)(QP3)=(a1+a3)2a1a3(P1P3)2. Similarly (P2Q)(QP4)=(a2+a4)2a2a4(P2P4)2. Since a1+a3=a2+a4 (both equal to −21 times the total sum, up to sign), equating gives a1a3(P1P3)2=a2a4(P2P4)2.
STEP 2 2015 — Q8
The diagram above shows two non-overlapping circles C1 and C2 of different sizes. The lines L and L′ are the two common tangents to C1 and C2 such that the two circles lie on the same side of each of the tangents. The lines L and L′ intersect at the point P which is called the {\em focus} of C1 and C2.
Let x1 and x2 be the position vectors of the centres of C1 and C2, respectively. Show that the position vector of P is r1−r2r1x2−r2x1, where r1 and r2 are the radii of C1 and C2, respectively.
The circle C3 does not overlap either C1 or C2 and its radius, r3, satisfies r1=r3=r2. The focus of C1 and C3 is Q, and the focus of C2 and C3 is R. Show that P, Q and~R lie on the same straight line.
Find a condition on r1, r2 and r3 for Q to lie half-way between P and R.
Voir la correctionMasquer la correction
Part (i). Draw the line through the centres of C1 and C2; it meets the tangent line L at P. Since both tangents are common external tangents, P lies on this line of centres by symmetry. Now look at the two right-angled triangles formed: one from P to the point of tangency on C1, and one to the point of tangency on C2. The distance from P to the centre of Ci is the hypotenuse, and the radius ri is the opposite side, so the triangles are similar with ratio r1:r2. In particular, the distances ∣P−x1∣ and ∣P−x2∣ satisfy∣P−x2∣∣P−x1∣=r2r1.Since P lies on the line through x1 and x2, and outside the segment (the circles are on the same side of each tangent, so P is beyond the smaller circle), P divides the segment externally in the ratio r1:r2. Writing p for the position vector of P:p=r1−r2r1x2−r2x1.Part (ii). Apply the same formula to the other two pairs of circles. Let x3 be the centre of C3 with radius r3. By Part (i):q=r1−r3r1x3−r3x1,r=r2−r3r2x3−r3x2.To show P, Q, R are collinear, it suffices to show PQ and PR are parallel, i.e. one is a scalar multiple of the other. Compute:q−p=r1−r3r1x3−r3x1−r1−r2r1x2−r2x1.Bring to a common denominator (r1−r3)(r1−r2); the numerator becomes(r1−r2)(r1x3−r3x1)−(r1−r3)(r1x2−r2x1).Expanding and collecting:=r1(r1−r2)x3−r1(r1−r3)x2+[r2(r1−r3)−r3(r1−r2)]x1.The coefficient of x1 is r2r1−r2r3−r3r1+r3r2=r1(r2−r3). So:q−p=(r1−r3)(r1−r2)r1[(r1−r2)x3−(r1−r3)x2+(r2−r3)x1].By the same calculation (swap the roles of C1 and C2, i.e. replace r1→r2 in the front factor):r−p=(r2−r3)(r1−r2)r2[(r1−r2)x3−(r1−r3)x2+(r2−r3)x1].Both vectors share the same bracket, so q−p=λ(r−p) withλ=r2(r1−r3)r1(r2−r3).Hence P, Q, R are collinear.
Part (iii).Q lies halfway between P and R if and only if λ=21, i.e.r2(r1−r3)r1(r2−r3)=21.Cross-multiplying: 2r1(r2−r3)=r2(r1−r3), which gives2r1r2−2r1r3=r1r2−r2r3⟹r1r2=r3(2r1−r2).The required condition is therefore r1r2=r3(2r1−r2), or equivalently r3=2r1−r2r1r2 (assuming r2=2r1).
STEP 2 2024 — Q4
In this question, if O, C and D are non-collinear points in three dimensional space, we will call the non-zero vector v a bisecting vector for angle COD if v lies in the plane COD, the angle between v and OC is equal to the angle between v and OD, and both angles are less than 90∘.
(i) Let O, X and Y be non-collinear points in three-dimensional space, and define x=OX and y=OY. Let b=∣x∣y+∣y∣x.
(a) Show that b is a bisecting vector for angle XOY. Explain, using a diagram, why any other bisecting vector for angle XOY is a positive multiple of b.
(b) Find the value of λ such that the point B, defined by OB=λb, lies on the line XY. Find also the ratio in which the point B divides XY.
(c) Show, in the case when OB is perpendicular to XY, that the triangle XOY is isosceles.
(ii) Let O, P, Q and R be points in three-dimensional space, no three of which are collinear. A bisecting vector is chosen for each of the angles POQ, QOR and ROP. Show that the three angles between them are either all acute, all obtuse or all right angles.
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Part (i)(a). We want to show that b=∣x∣y+∣y∣x makes equal angles with x and y, and that both angles are acute.
Compute the dot product b⋅x:b⋅x=∣x∣(y⋅x)+∣y∣∣x∣2=∣x∣(x⋅y+∣y∣∣x∣).If α is the angle between b and x, then cosα=∣b∣∣x∣b⋅x=∣b∣x⋅y+∣x∣∣y∣.
By symmetry (swapping the roles of x and y), the angle β between b and y satisfies cosβ=∣b∣x⋅y+∣x∣∣y∣.
So cosα=cosβ, giving α=β. It remains to check both angles are acute. Let θ be the angle between x and y. Since O, X, Y are non-collinear, 0<θ<π, so cosθ>−1, and:x⋅y+∣x∣∣y∣=∣x∣∣y∣(1+cosθ)>0.Thus cosα>0, confirming α (and β) are acute. Hence b is a bisecting vector.
For uniqueness: any bisecting vector must lie in the plane XOY, bisect the angle equally, and point into the interior of the angle. In two dimensions, there is exactly one such direction (the other bisector points into the supplementary angle). Thus every bisecting vector is a positive scalar multiple of b.
Part (i)(b). A point B on line XY satisfies OB=x+μ(y−x) for some μ. Setting λb=x+μ(y−x):λ∣y∣x+λ∣x∣y=(1−μ)x+μy.Since x and y are non-parallel, we equate coefficients:λ∣y∣=1−μ,λ∣x∣=μ.Adding: λ(∣x∣+∣y∣)=1, so λ=∣x∣+∣y∣1.
Then μ=∣x∣+∣y∣∣x∣, so B divides XY in the ratio XB:BY=μ:(1−μ)=∣x∣:∣y∣.
Part (i)(c). If OB⊥XY, then b⋅(y−x)=0:(∣x∣y+∣y∣x)⋅(y−x)=∣x∣∣y∣2−∣x∣(x⋅y)+∣y∣(x⋅y)−∣y∣∣x∣2=0.Factoring:(∣y∣−∣x∣)(∣x∣∣y∣+x⋅y)=0.From part (a), ∣x∣∣y∣+x⋅y>0 (since O, X, Y non-collinear). Hence ∣x∣=∣y∣, i.e. OX=OY, so triangle XOY is isosceles.
Part (ii). Let p,q,r be position vectors of P,Q,R from O. The bisecting vectors are:bPQ=∣p∣q+∣q∣p,bQR=∣q∣r+∣r∣q,bRP=∣r∣p+∣p∣r.Compute bPQ⋅bQR:=∣p∣∣q∣(q⋅r)+∣p∣∣r∣∣q∣2+∣q∣2(p⋅r)+∣q∣∣r∣(p⋅q)=∣q∣Swhere S=∣p∣(q⋅r)+∣p∣∣r∣∣q∣+∣q∣(p⋅r)+∣r∣(p⋅q).
The key observation is that S is symmetric in p,q,r: every term involves one of ∣p∣∣q∣∣r∣, ∣p∣(q⋅r), ∣q∣(p⋅r), ∣r∣(p⋅q), and this combination is unchanged under any permutation of p,q,r.
By the same calculation, bQR⋅bRP=∣r∣S and bRP⋅bPQ=∣p∣S. The denominators ∣bPQ∣∣bQR∣ etc. are all strictly positive. Therefore the sign of each cosine is determined entirely by the sign of S: - If S>0: all three angles are acute. - If S<0: all three angles are obtuse. - If S=0: all three angles are right angles.
Hence the three angles are either all acute, all obtuse, or all right angles.