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STEP maths I, II, III 2007 solutions

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STEP III, Q14.

(i) Consider the circle C of radius R (<=1) at the origin. The chance of a dart hitting C is πR2π=R2\frac{\pi R^2}{\pi} = R^2. So the chance of n darts all hitting C is R2nR^{2n}. But this is exactly the chance of the maximum radius r being R\leq R. So P(rR)=R2nP(r\leq R) = R^{2n}. So r has p.d.f. ddRR2n=2nR2n1\frac{d}{dR}R^{2n} = 2nR^{2n-1}. Then the expected area is
Unparseable latex formula:

\int_0^1 2nR^{2n-1} \pi R^2 \dR = \frac{\pi n}{n+1}

.

In the case of the n-1 nearest darts, the chance of n-1 darts lying within a radius R is p(n darts lie within) + p(n-1 darts lie within) = R2n+nR2n2(1R2)R^{2n}+ nR^{2n-2}(1-R^2) = nR2n2(n1)R2nnR^{2n-2}-(n-1)R^{2n}. Again differentiate to get the p.d.f. 2n(n1)R2n32n(n1)R2n1=2n(n1)(R2n3R2n1)2n(n-1)R^{2n-3}-2n(n-1)R^{2n-1} = 2n(n-1)(R^{2n-3}-R^{2n-1}).

Then the expected area is 2n(n1)π01(R2n3R2n1)R2dR=n(n1)π[1n1n+1]=n1n+1π2n(n-1)\pi\int_0^1 (R^{2n-3} -R^{2n-1})R^2 dR = n(n-1)\pi \left[\frac{1}{n}-\frac{1}{n+1}\right] = \frac{n-1}{n+1}\pi.

(ii) Now define S to be the square with sides 2M centered at the origin. The chance of a dart hitting S is M2M^2, so as in (i) we find the minimum square side m has p.d.f. 2nR2n12nR^{2n-1}. Then the expected area is 012nR2n14M2dR=4nn+1\int_0^1 2nR^{2n-1} 4M^2 dR = \frac{4n}{n+1}.

(iii) Clearly greater, since the alllowed 'target' for the square dartboard includes the entirety of the 'target' for the circular one. For each dart, there's a chance π/4\pi/4 of hitting the target in (i) with the same expectation, and a chance 1π/41-\pi/4 of going outside the target in (i) with a resultant expected area > π\pi (which is greater than the expected area in (i)), so the expectation for the area must be greater than in (i). Similarly for considering n darts.

Comment: At first, I took (iii) to be exclusively considering the square dartboard and comparing the area of the bounding circle to the area of the bounding square (which is a complete misread of the question - doh!). But it's quite an interesting question: it's clear the square is better for large n (since you will typically end up with at least one point near the corners of the dartboard, and bounding the corners gives a square of area 4 but a circle of area 2π2\pi), and simulation (or calculus) shows it's also better for small n. But I don't see a way of doing this without calculation. (Of course, there may not be one - it was only misreading the question that had me trying to find one after all!).
STEP III, Q9.

The tricky bit of this question is hidden in one little word: θ\theta is defined as the acute angle determined by 2θ=AOB2\theta =\angle AOB. So we're going to have to be careful about what happens when θ=π2\theta = \frac{\pi}{2}.

Now P.E. at start = mk2a2(βα)2mk^2a^2(\beta - \alpha)^2
P.E. at θ=π2\theta = \frac{\pi}{2} = mk2a2(π/2α)2mk^2a^2(\pi/2 - \alpha)^2.

So we only reach θ=π2\theta = \frac{\pi}{2} if αβ>π/2α\alpha - \beta > \pi/2 - \alpha (i.e. β<2απ/2\beta < 2\alpha - \pi/2).

So first consider the easy case where β>2απ/2\beta > 2\alpha - \pi/2).

We have K.E. = ma2θ˙2ma^2\dot{\theta}^2, so conservation of energy gives θ˙2+k2(θα)2=const\dot{\theta}^2+k^2(\theta-\alpha)^2=const. Set ϕ=θα\phi = \theta - \alpha to get ϕ˙2+k2ϕ2=const\dot{\phi}^2 + k^2\phi^2 = const. Then ϕ˙ϕ¨=k2ϕϕ˙\dot{\phi}\ddot{\phi} =-k^2\phi\dot{\phi} so ϕ¨=k2ϕ\ddot{\phi}=-k^2\phi.

Thus we have simple harmonic motion with period 2πk\frac{2\pi}{k}.

Now we come to the interesting case. Suppose β<2απ/2\beta < 2\alpha - \pi/2. We consider the motion up until θ=π/2\theta = \pi/2. As before, we have ϕ¨=k2ϕ\ddot{\phi}=-k^2\phi where ϕ=θα\phi = \theta - \alpha.
So ϕ=Acos(kt+ϵ)\phi = A \cos(kt+\epsilon). When t=0, ϕ˙=0    ϵ=0\dot{\phi} = 0 \implies \epsilon = 0. When t=0, ϕ=βα    A=βα\phi =\beta - \alpha \implies A = \beta - \alpha. So we have ϕ=(βα)coskt\phi = (\beta-\alpha)\cos kt.
So, how long does it take to get to θ=π/2\theta = \pi/2? Well at this point we have ϕ=π/2α    coskt=π/2αβα\phi = \pi/2 - \alpha \implies \cos kt = \frac{\pi/2-\alpha}{\beta-\alpha}, and so t=cos1(π/2αβα)t = \cos^{-1}\left(\frac{\pi/2-\alpha}{\beta-\alpha}\right).

Once we get to θ=pi/2\theta=pi/2, we have another 3 pieces of motion, each of which will be as we've just analysed. This would be easier with diagrams, but imagine A,B as positions on a clock. Suppose we start with A = 7'o'clock, B = 5'o'clock. We've just analysed the motion up 'til A=9'o'clock, B=3'o'clock. The motion from there up 'til A=11'o'clock, B=1'o'clock looks exactly the same, only with a time reversal. And then we go back to A=9'o'clock, B=3'o'clock and then A = 7'o'clock, B = 5'o'clock.

So the final period is going to be 4cos1(π/2αβα)4 \cos^{-1}\left(\frac{\pi/2-\alpha}{\beta-\alpha}\right).

Oscillations will not occur when β=2απ/2\beta = 2\alpha - \pi/2: instead the two particles will come to rest (in unstable equilibirum) at the point where θ=π/2\theta = \pi/2.
STEP II,Q12 (nasty question!):

(i) First observe that p(first six after r throws of a single die) = pqr1pq^{r-1}.

P(stop after r throws) = p(no sixes in first r-1 throws and 2 sixes on rth throw) + k=1r1\sum_{k=1}^{r-1} p(no sixes in k-1 throws, single six after k throws and 2nd six on rth throw (i.e. r-k throws of single die))

=(q2)r1p2+1r1(q2)k12pqpqrk1=(q^2)^{r-1}p^2 + \sum_1^{r-1} (q^2)^{k-1} 2pq pq^{r-k-1}

=q2r2p2+2p21r1q2k2+1+rk1=q^{2r-2}p^2 + 2p^2\sum_1^{r-1} q^{2k-2+1+r-k-1}

=q2r2p2+2p21r1qk+r2=q^{2r-2}p^2 + 2p^2\sum_1^{r-1} q^{k+r-2}

=q2r2p2+2p2qr11qr11q=q^{2r-2}p^2 + 2p^2q^{r-1}\frac{1-q^{r-1}}{1-q}

=q2r2p2+2pqr1(1qr1)=q^{2r-2}p^2 + 2pq^{r-1}(1-q^{r-1})

=pqr1[pqr1+2(1qr1)=pq^{r-1}[pq^{r-1} + 2(1-q^{r-1})

=pqr1[2+(1q)qr12qr1=pq^{r-1}[2+(1-q)q^{r-1} -2q^{r-1}

=pqr1[2qr1qr]=pq^{r-1}[2 - q^{r-1} -q^r]

Then E(T) = 0rpqr1[2qr1qr]\sum_0^\infty r pq^{r-1}[2 - q^{r-1} -q^r]

=2pq0rqrp1+qq20rq2r\displaystyle=\frac{2p}{q}\sum_0^\infty rq^r -p\frac{1+q}{q^2} \sum_0^\infty rq^{2r}

=2pqq(1q)2p1+qq2q2(1q2)2\displaystyle=\frac{2pq}{q(1-q)^2} -p\frac{1+q}{q^2} \frac{q^2}{(1-q^2)^2}

=2p(1q)2p(1+q)(1q2)2\displaystyle=\frac{2p}{(1-q)^2} - \frac{p(1+q)}{(1-q^2)^2}

=2pp2p(1+q)(1q)2(1+q)2\displaystyle=\frac{2p}{p^2} - \frac{p(1+q)}{(1-q)^2(1+q)^2}

=2pp2pp2(1+q)=2p1p(2p)\displaystyle=\frac{2p}{p^2} - \frac{p}{p^2(1+q)} = \frac{2}{p} - \frac{1}{p(2-p)}

=32pp(2p\displaystyle=\frac{3-2p}{p(2-p}.

So if E(T)=m, we have p(2p)m=32pp(2-p)m = 3-2p

mp22p(m+1)+3=0mp^2-2p(m+1)+3 = 0

p=m+1±(m+1)23mm\displaystyle p = \frac{m+1 \pm \sqrt{(m+1)^2-3m}}{m}.

Since p1p \leq 1 we need the -ve root, and so we end up with
p=m+1m2m+1m\displaystyle p = \frac{m+1 - \sqrt{m^2-m+1}}{m}.
STEP II, Q9:

(i) The only force on the particle at moment of impact is in direction of the normal, so if the path is parallel to the normal before the collision, it is parallel to the normal after the collision.

Let speed of particle after collision be v, speed of cone be w.

Cons of horiz momentum gives: Mwmvcosα=mucosαMw - mv \cos \alpha = mu \cos \alpha

Newton's law of restitution gives: wcosα+v=euw \cos \alpha + v = eu

So mwcos2α+mvcosα=meucosαmw \cos^2\alpha + mv \cos \alpha = meu \cos \alpha

So (M+mcos2α)w=mu(1+e)cosα(M+m\cos^2\alpha) w = mu(1+e) \cos \alpha, so w=mu(1+e)cosαM+mcos2αw =\frac{mu(1+e) \cos \alpha}{M+m\cos^2\alpha}.

(ii) Now split the velocity components (post collision) into components vn,vtv_n, v_t in directions normal to and tangential to the cone surface. Then vt=ucosαv_t = u \cos \alpha (particle momentum in this direction being conserved).

Conservation of horiz momentum gives: Mwmvncosα=mvtsinαMw - mv_n \cos \alpha = mv_t \sin \alpha

N's law of restitution gives: wcosα+vn=eusinαw \cos \alpha +v_n = eu \sin \alpha (N.B. resolving initial velocity normal to cone gives approach speed = usinαu \sin \alpha).

So mwcos2α+mvncosα=meucosαsinαmw \cos^2 \alpha + mv_n \cos \alpha = me u \cos \alpha \sin \alpha.

So (M+mcos2α)w=msinα(eucosα+vt)=msinα(1+e)ucosα(M+m\cos^2\alpha)w = m\sin\alpha(eu \cos \alpha + v_t) = m\sin\alpha(1+e)u\cos \alpha.

So w=mu(1+e)sinαcosαM+mcos2α\displaystyle w = \frac{mu(1+e)\sin\alpha \cos\alpha}{M+m\cos^2\alpha} as required.

For the last part, dwdα=mu(1+e)(M+mc2)(c2s2)+2ms2c2(M+mc2)4\displaystyle \frac{dw}{d\alpha} = mu(1+e)\frac{(M+mc^2)(c^2-s^2)+2ms^2c^2}{(M+mc^2)^4} (where c=cosα,s=sinαc=\cos \alpha, s = \sin \alpha).

So dwdα=0    (M+mc2)(c2s2)+2ms2c2=0\displaystyle \frac{dw}{d\alpha} = 0 \iff (M+mc^2)(c^2-s^2)+2ms^2c^2 = 0
    M(c2s2)+mc2(c2s2+2s2)=0\iff M(c^2-s^2)+mc^2(c^2-s^2+2s^2) = 0
    M(2c21)+mc2=0\iff M(2c^2-1)+mc^2 = 0
    (2M+m)c2=M\iff (2M+m)c^2 = M

Since M>0,cosα>0M>0, \cos \alpha>0, deduce dwdα=0    cosα=M2M+m\displaystyle \frac{dw}{d\alpha} = 0 \iff \cos \alpha = \sqrt{\frac{M}{2M+m}}.

So we've shown w has exactly one turning point in [0,π/2][0,\pi/2]. But w(0)=w(π/2)=0w(0)=w(\pi/2) = 0, while w(π/4)>0w(\pi/4) > 0. Thus our turning point must in fact be the unique maximum point for w and so gives the maximum value for w as required.
STEP I, Q14:

(i) y=(x+1)ex    y=ex(x+1)ex=xexy=(x+1)e^{-x} \implies y' = e^{-x}-(x+1)e^{-x} = xe^{-x}. So y has a single turning point at x=0 when y=1, y is increasing for x<0, decreasing for x >0, y=0 when x=-1, y0y \to 0 as xx\to\infty.

P(X2)=1p    p(X<2)=p    (1+λ)eλ=pP(X\ge 2) = 1-p \implies p(X < 2) = p \implies (1+\lambda)e^{-\lambda} = p. Consider y=(x+1)exy=(x+1)e^{-x}. When x=0 y=1, and y0asxy\to 0 as x\infty so we can find x with y(x) < p/2. Then the intermediate value theorem says y has a positive root. Suppose y has two positive roots a,b. Then Rolle's theorem implies y' = 0 for some x between a and b. But we know this isn't the case, so there are no such distinct roots. So y has a unique root, and so there's a unique value for λ\lambda.

(ii) P(X=1)=q    λeλ=qP(X=1) = q \implies \lambda e^{-\lambda} = q. Consider y=xexy=xe^{-x}. y=exxex=(1x)exy'=e^-x - xe^{-x} = (1-x)e^{-x}. So y is increasing for 0<x<1, decreasing for x>1. y(0) = 0, y0y\to 0 as xx\to \infty, while y(1) = 1/e is the maximum value. So we can deduce that if q > 1/e there are no solutions, while if q < 1/e there is one solution in (0,1) and one solution in (1,)(1,\infty). The unique solution is when q=1/eq=1/e and λ=1\lambda=1.

(iii) P(X=1X2)=λ1+λ+λ2/2P(X=1 | X \leq 2) = \frac{\lambda}{1+\lambda+\lambda^2/2}. So P(X=1X2)=r    (1+λ+λ2/2)r=λP(X=1 | X \leq 2) = r \iff (1+\lambda+\lambda^2/2)r = \lambda
    rλ2+2(r1)λ+2r=0\iff r\lambda^2+2(r-1)\lambda+2r = 0 (*). This has a single unique root when (r1)2=2r2(r-1)^2=2r^2, or r2+2r1=0r^2+2r-1 = 0, so r=(2±4+4)/2=1±2r=(-2\pm\sqrt{4+4})/2 = -1\pm\sqrt{2}. Since 0<r<10<r<1 the only possible solution is r=21r=\sqrt{2}-1.

For this value of r, rewrite (*) as λ2+2(11r)+2=0\lambda^2+2(1-\frac{1}{r})+2 = 0. We know this has repeated roots, so can be written as (λa)2(\lambda-a)^2. Comparing coefficients of x gives a=1r1=1211=2+1211=2a = \frac{1}{r}-1 = \frac{1}{\sqrt{2}-1} - 1 = \frac{\sqrt{2}+1}{2-1} - 1 = \sqrt{2}. So the unique value for λ\lambda is 2\sqrt{2}.

Check: (21)22+2(22)2+2(21)=222+442+222=0(\sqrt{2}-1)\sqrt{2}^2+2(\sqrt{2}-2)\sqrt{2}+2(\sqrt{2}-1) = 2\sqrt{2}-2+4-4\sqrt{2}+2\sqrt{2}-2 = 0 as expected.
STEP I, Q13:

(i) P(4 numbered) = 5C4/11C4=5/11.10.9.84.3.2.1=5.4.3.211.5.2.3.3.4.2=111.3.2=1665C4/11C4 = 5 / \frac{11.10.9.8}{4.3.2.1} = \frac{5.4.3.2}{11.5.2.3.3.4.2} = \frac{1}{11.3.2} = \frac{1}{66}.

(ii) P(4 numbered | "3" chosen first) = P(choose 3 of {1,2,4,5} out of 10 discs) = 4C3/10C3=4.3.2.110.9.8=1304C3 / 10C3 = \frac{4.3.2.1}{10.9.8} = \frac{1}{30}.

(iii) P (2 numbered | "3" taken first) = P(1 numbered when we choose 3 discs from remainder) = 34106958=3.4.3.2.510.3.3.8=123 \cdot \frac{4}{10}\frac{6}{9}\frac{5}{8} = \frac{3.4.3.2.5}{10.3.3.8} = \frac{1}{2}.

(iv) P(2 numbered | "3" taken): number of ways of choosing 1 number given "3" taken = 4C1 x 6C2 = 4 x 15 = 60. Number of ways of choosing 3 discs from 10 = 10C3 = 10x9x8/6 = 5x3x8 = 120. So P(2 numbered | "3" taken) = 60/120=1/2.

(v) P(2 numbered | number taken first) = P(1 numbered when we choose 3 discs from remainder) = 1/2 (exactly as (iii)).

(vi) P(2 numbered) = 5C2 x 6C2 /11C4 = 10 x 15 / (11x10x9x8/24)=10x15/(11x10x3) = 5/11.
P(at least 1 number) = 1-P(no numbers). P(no numbers) = 1-6C4/11C4 = 1 - (6x5x4x3)/(11x10x9x8) = (6x3)/(11x9x4)=(2x9)/(11x2x2x9) = 1/22.
So P(at least 1 number) = 21/22.
So P(2 numbered | at least 1 number) = 5/11 x (22/21) = 10/21.

(I hate this kind of question. But at least we're done now...)
Reply 106
The largest output award goes to...

DFranklin :king1:

Thanks for putting so much into this thread :biggrin:
DFranklin
So P(at least 1 number) = 21/22.

That was what was missing in my working - had all other bits but couldn't put it together:s-smilie:

I kind of like these not too complicated probability questions, but they're easy to make slips on when there are no answers to work towards.
Reply 108
So, somebody wanna have a stab at I/10 (ii) and kill this thread? :biggrin:
nota bene
I kind of like these not too complicated probability questions, but they're easy to make slips on when there are no answers to work towards.
I freely admit I often make mistakes on these - when posting on here I generally write a program to do a brute force calculation to check the results.
coffeym
The largest output award goes to...

DFranklin :king1:

Thanks for putting so much into this thread :biggrin:

Agreed. :p: He went on my rep list half an hour ago when I came to this thread and saw he'd done like 50 questions.

Hmm. Anyone reckon it's worth doing 2003-6 threads? I know solutions are available, but it might be fun to do anyway...? :wink:
Reply 111
I reckon there's gonna be a new generation of STEPpers coming here in a couple of months or so, maybe we should leave some for them?

(Certainly doing these threads was part of the learning experience for me, but I'd think I wouldn't have done it if there were already solutions threads done, you know...)

Though something we could do is start putting everything up on the wiki or something, or at least get everything in one place.
ukgea
So, somebody wanna have a stab at I/10 (ii) and kill this thread? :biggrin:
Arghh! I just spotted that!

All distances are in terms of Saxon army.

Stage 1: Norman horse is at position d-yt, Saxon horse at position xt.
So they meet when d-yt = xt, so d=(x+y)t, so t = d/(x+y). At this time, the Saxon horse is at position xd/(x+y) as required.

Stage 2: Norman horse reaches Saxon army when d-yt = 0, or t = d/y.
After that, position of Norman horse is y(t-d/y) = yt - d.

Norman army is at position d-ut, Saxon horse at xt. So Saxon horse reaches Norman army when d-ut=xt, so t = d/(u+x). Position at this point is dx/(u+x). Position after this time is dx/(u+x)-x(t-d/(u+x)) = 2dxxt(u+x)u+x\frac{2dx-xt(u+x)}{u+x}

So horses meet when ytd=2dxxt(u+x)u+xyt-d = \frac{2dx-xt(u+x)}{u+x}

(ytd)(u+x)=2dxxt(u+x)(yt-d)(u+x) = 2dx-xt(u+x)

y(u+x)t+x(u+x)t=d(u+x)+2dxy(u+x)t +x(u+x)t = d(u+x)+2dx

t=d(u+3x)(u+x)(x+y)t = \frac{d(u+3x)}{(u+x)(x+y)}

At this point, the distance from the Saxon Army is ytd=dy(u+3x)d(u+x)(x+y)(u+x)(x+y)yt - d = \frac{dy(u+3x)-d(u+x)(x+y)}{(u+x)(x+y)}

=udy+3xdyduxduydx2dxy(u+x)(x+y) = \frac{udy + 3xdy - dux -duy-dx^2-dxy}{(u+x)(x+y)}

=2xdyduxdx2(u+x)(x+y) = \frac{2xdy - dux-dx^2}{(u+x)(x+y)}

=xd(2yxu)(u+x)(x+y) = \frac{xd(2y-x-u)}{(u+x)(x+y)} as required.

The end bit wasn't totally obvious to me, but if you sketch the distance-time graphs, I think what you find is that:

If u > 2y-x, then Saxon rider will overtake the Norman rider before the Norman rider reaches the Saxon army.

If u < y-2x, then the Norman rider will overtake the Saxon rider before the Saxon rider reaches the Norman army.
ukgea
I reckon there's gonna be a new generation of STEPpers coming here in a couple of months or so, maybe we should leave some for them?

(Certainly doing these threads was part of the learning experience for me, but I'd think I wouldn't have done it if there were already solutions threads done, you know...)

Though something we could do is start putting everything up on the wiki or something, or at least get everything in one place.

Hey - just because we've done tons of STEP questions, doesn't mean they can't redo them. :wink: I reckon getting a complete set of solutions out would be great, you know.

I shall ask around about putting them on the wiki. If it's possible I may start some time soon.
You know what, sod asking around. I'm gonna put 'em on the wiki, it's something I'll end up doing sooner or later anyway and I might as well do it now while I have nothing else to do on it. :biggrin:
generalebriety
Hmm. Anyone reckon it's worth doing 2003-6 threads? I know solutions are available, but it might be fun to do anyway...? :wink:

Perhaps it would be better to encourage people to finish off the questions we have yet to do from the years 1990 - 1998, and possibly start a 1987 thread?

Admittedly I may have a somewhat biased opinion, because I want to leave a fair few STEP papers for myself for next year, and just know that I would be unable to resist doing questions early. :redface:
Dystopia
Perhaps it would be better to encourage people to finish off the questions we have yet to do from the years 1990 - 1998, and possibly start a 1987 thread?

Admittedly I may have a somewhat biased opinion, because I want to leave a fair few STEP papers for myself for next year, and just know that I would be unable to resist doing questions early. :redface:

Hmm. Well, I want to do some STEP papers while I still have time! :p: I think the rest of the threads have been left alone because those earlier questions are, quite frankly, very difficult compared to these ones because of syllabus and style changes.
generalebriety
Hmm. Well, I want to do some STEP papers while I still have time! :p: I think the rest of the threads have been left alone because those earlier questions are, quite frankly, very difficult compared to these ones because of syllabus and style changes.
That's probably true for the pure, but I think there are a few stats and mechanics questions from 1992-1999 that still need answering.
DFranklin
That's probably true for the pure, but I think there are a few stats and mechanics questions from 1992-1999 that still need answering.

You might be right. I never touch stats/mechanics on STEP. They're beyond my ability / patience level anyway.
generalebriety
Hmm. Well, I want to do some STEP papers while I still have time! :p: I think the rest of the threads have been left alone because those earlier questions are, quite frankly, very difficult compared to these ones because of syllabus and style changes.

On reflection, I will still have pretty much all the questions from 1992 - 1998 to do, so I can't see much of a problem.

I still think I'd prefer to keep the papers from the last few years (excluding 2007, obviously...) for next year. The 1999, 2000, 2001 papers aren't too difficult/different, are they?

I wonder if they'll get finished off as quickly as the 2007 papers. :eek:

Also, I think collecting the answers on the wiki is a good idea. :smile:

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