Kick it

Algebra Level 5

A standard soccer goal is approximately 7.3 meters wide. 2 meters in front of it, and 0.5 meters to the right of its center, stands the goalie, poised, staring at you with a ferocious intensity.

The ball is at your feet, 10 meters out from the goal, and 2 meters to the right of its center. You have to kick it now, you have no choice, but since you are an excellent soccer player, you can of course kick it in any direction with perfect accuracy.

The ball will fly from you in a straight line, at constant velocity. The instant you kick the ball, the goalie will react perfectly - he will move, at a constant 10m/s, in the optimal path to intercept the ball before it can reach the goal; that is, if he can.

How fast do you need to kick the ball to get it past the goalie and score a goal? Let S S be the minimum speed, in meters per second, you need to kick the ball at to get it past the goalie and score that goal. Answer 99 S 99S rounded to the nearest integer.

Details:

  • This may help. It's a simple diagram which shows the positions of all the things described in the above paragraph, on a to-scale graph.
  • Treat all numbers specified in the above paragraphs as exact. Do not apply sig. fig. limitations to your calculations.
  • Assume that the goalie, the ball, and the goal posts are all point masses with no thickness. The goalie can intercept the ball if and only if he can bring his point mass to exactly coincide with the ball's before the ball reaches the goal. Similarly, a goal is scored if and only if the ball's point mass manages to cross the 7.3 meter wide line segment that is the goal line without being intercepted by the goalie first.
  • This problem is two dimensional. You cannot kick the ball off the ground, and the goalie cannot, and will not jump.
  • If S S has no minimum, but rather an infimum , you should use that value for S S instead.
  • Unless you thoroughly enjoy doing decimal math by hand over and over again, you're going to need a calculator to solve this. Please use a calculator for your own benefit!

Image Credit: http://football.isport.com/football-guides/soccer-goalie-drills


The answer is 2896.

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1 solution

Daniel Ploch
Aug 1, 2014

This problem can appear particularly daunting at first glance, and offers a number of tempting pseudo-solutions that are, unfortunately, false. Before we can begin, we need to make some reductions, as there are simply too many variables!

Let G G be the goalie's starting position, and B B the ball's starting position in all the following paragraphs.


Observation 1: The goalie's optimal path is a straight line.

More formally, if there exists a set of paths the goalie can take which enable him to intercept the ball, then at least one of them must be a straight line. This is intuitively proven since the ball's path is deterministic after the kick at time t = 0 t = 0 ; If the goalie can take a path P P to point X X , and intercept the ball at point X X at time t x t_x , then the goalie can also take a straight line path to point X X and reach it at time t t x t \leq t_x , and thus still intercept the ball. So, we only need to worry about the goalie moving in straight lines.


Observation 2: The angle between the scoring point, B B , and G G should be maximized.

I haven't found an elegant way to prove this, so I wholeheartedly welcome proofs easier on the eyes than mine!

More formally, for a trajectory of the ball from point B B to a point X X on the goal line, we should maximize G B X \angle GBX in order to minimize S S . We will prove the contrapositive: Decreasing G B X \angle GBX requires us to increase S S in order to avoid the goalie.

Suppose that, for a given angle θ = G B X \theta = \angle GBX , the ball must be kicked at infimum speed S S in order to avoid the goalie and score. That is, for any speed S < S S' < S , at that same angle, the goalie would intercept the ball. Let I ( x ) I(x) be the set of points at which the goalie can intercept the ball for kicking speed S x S -x at angle θ \theta , and let L L be the limit of I ( ϵ ) I(\epsilon ) as ϵ 0 \epsilon \rightarrow 0 . It turns out that L L is a single point, and not a set of points, but we don't need to prove this to continue.

Cast a ray from B B to some point P L P \in L , and draw a circle, C C , centered at G G , with radius G P |GP| . Note that θ = G B X = G B P \theta = \angle GBX = \angle GBP . Now rotate P P around B B towards G G to form P P' , and note that G B P > G B P \angle GBP > \angle GBP' . Additionally, note that P P' is on the interior of C C , regardless of the magnitude of the rotation. Since the goalie was capable of intercepting the ball at any point in C C by the time he's able to reach P P , the goalie is able to reach P P' in even less time. Thus, at this new angle, the speed of the ball must be increased in order to escape the reach of the goalie.


These observations are enough to boil down the problem to a single inequality. It is important to note, however, that avoiding the goalie's reach entirely, which we have been reasoning about, and avoiding the goalie's reach just long enough to cross the goal line , are two different things numerically (Consider, for example, if the goal were 7300 meters wide). However, for this problem, as we'll see below, it turns out that these are the same thing.

Since we're skeptical and lazy, let's shoot at each goal post, and determine which one yields the better infimum speed to pass the goalie. Define d ( s , t ) d(s,t) to be the distance between G G and the ball at time t t , given velocity s s of the ball. This function is easily defined by Pythagoras' for each trajectory. Using Observation 1, we then consider:

d ( s , t ) 10 t d(s,t) \leq 10 t

For precisely s s and t t where the above inequality holds, the goalie is able to intercept the ball. Therefore, we are looking for s s where t t has no solution (the goalie can't make the interception).


For the left goal post:

d ( s , t ) = ( 0.5 ( 2 s t 5.65 1 0 2 + 5.6 5 2 ) ) 2 + ( 8 s t 10 1 0 2 + 5.6 5 2 ) 2 d(s,t) = \sqrt{(0.5 - (2 - \frac{s * t * 5.65}{ \sqrt{10^2 + 5.65^2}}))^2 + (8 - \frac{s * t * 10}{ \sqrt{10^2 + 5.65^2}})^2}

The inequality thus yields at least one solution for t t precisely when s 5 13983785 604 30.956 s \leq \frac{5 \sqrt{13983785}}{604} \approx 30.956 .

For the right goal post:

d ( s , t ) = ( 0.5 ( 2 + s t 1.65 1 0 2 + 1.6 5 2 ) ) 2 + ( 8 s t 10 1 0 2 + 1.6 5 2 ) 2 d(s,t) = \sqrt{(0.5 - (2 + \frac{s * t * 1.65}{ \sqrt{10^2 + 1.65^2}}))^2 + (8 - \frac{s * t * 10}{ \sqrt{10^2 + 1.65^2}})^2}

The inequality yields at least one solution for t t precisely when s 5 1088585 564 29.2534 s \leq \frac{5 \sqrt{1088585}}{564} \approx 29.2534 .

Thus, shooting for the right goal post is optimal, and allows us to kick the ball at the slowest possible speed to get past the goalie and score. Multiplying by 99, we get 99 S 2896.1 99S \approx 2896.1 , and so we answer 2896 .


For shooting at the right goal post, the point P P as mentioned in the proof of Observation 2 exists at time t 0.2961 t \approx 0.2961 . This means the goalie makes the catch near the point ( 3.410 , 8.546 ) (3.410, 8.546) for S S just below the observed infimum, which is well ahead of the goal line, so we have not overlooked the scenario described earlier.

Thanks! A common mistaken assumption is to make the goalie run perpendicular to the direction of motion of the ball. While this means that it takes the shortest time for the goalie to get there, it is not the optimal approach.

By running to the point that is just slightly behind the foot of the perpendicular, the goalie and the ball both have to travel a further distance. As long as the ratio of these distances is smaller than the ratio of speeds, it is better for the goalie to intercept the ball later.

Calvin Lin Staff - 6 years, 10 months ago

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This is a great problem, because I would say most people would assume that the shortest distance to the line of the ball's path, that is, perpendicular to it, is optimum. But the path of the goalie should actually be perpendicular to the line between the goalie and the kicker. So, to solve this problem, draw a line between the goalie and the kicker, then draw a line perpendicular to it through the goalie, and then see which tangent is greater, and that's the direction the kicker should drive the ball.

In other words, all the kicker has to do is to aim for the goal post that looks further away from the goalie, from the kicker's perspective. Very intuitive.

However, his does lead to a strange counter-intuitive paradox that if the goalie happens to be right next to the kicker (here, to just left of him), the goalie's optimum path is not anywhere near where the kicker is (which is the entirely normal human reaction), but to actually chase after the ball until interception some time later! Sometimes, mathematical perfection doesn't lead to practical real-life strategies.

Michael Mendrin - 6 years, 10 months ago

What's infinimum? Wikia article didn't help.

John M. - 6 years, 8 months ago

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