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Alma College has offered monthly challenge problems for high school students since before I started teaching. Somehow, I got on their mailing list early in my career (yes they STILL send a physical copy of the problem) and I've been hooked.
The problems are a great way for a teacher to keep all their skills fresh as well as challenge students with problems that extend beyond the usual book problems. I also post the new problems for all my students to try, and I warn my Geometry students that they might not have a basis in the mathematics needed to completely solve the problems.
This month, the problem was geared towards students that have had at least a little trig, but I would say that students in Algebra 2 or Pre-Calculus have had enough math. At the end of the year, some Geometry students (after an intro to trigonometry) could handle it.
![](data:image/png;base64,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)
For those that wish to try this problem, I won't spoil the problem with my final proof, but I wanted to talk about something that we don't often allow our students the time to do; Try methods that don't work.
What were your initial thoughts about the problem?
My first thought was to divide the above regions into six right triangles and use a combination of Pythagorean's Theorem and right triangle trigonometry. It felt forced to me and the problem wasn't resolving itself the way I needed it to. Without giving anything away, I worked over several pages before I abandoned this tactic. I think that it could have worked, but there were so many pieces I kept getting lost in the direct I was heading.
So that didn't work? What's next?
My next thought was to use coordinate geometry and find lines that intersect. It wasn't as bad, but it still was a lot of bits and pieces and I feared that I was going to make a computational error that would lead to an incorrect solution and I would spend more time hunting for my error than proving the problem. I need to explore this situation.
Explore?
I took a side trip to Geogebra and quickly verified that the theorem should be true. I just wanted to play with Geogebra and the scientist in me could be sated knowing that it did work even if the mathematician in me didn't get the proof. Select point D in the image below to see how the distances change, but the quotient stays the same and even more importantly, the sum of the distances to the sides stay the same. This reminded me of something that I always tell my students and led me to the method that I would eventually use to prove this problem.
SOLVE A SIMPLER PROBLEM
What if P was at a vertex? What if P was on the line of symmetry? And, finally, what if P was anywhere in the triangle. (Drag point D to each of these areas) Because of this approach, I was able to generate a proof for all three situations with the last proof really working for the other two instances of the general problem. Because I started with an easier problem, I was able to build to a more complex solution for the given problem. Because I explored, I was able to see an easier approach.
So what? What's the point?
So what?! How often to students get to see their math teachers not know the answer right away? How often do we model confusion and missteps? This blog post is a small attempt to set the record straight that we don't always know the right 1st solution and that's ok. As someone who's taught both of my current assigned courses for at least 10 years each, I need to remind myself to let the students find their own way AND give them the time for that. They will be better for it.
[UPDATED] How the student's did it.
My solution worked and once I found how to approach it, it worked very nicely. However, the students that solved the problem approached it using three triangles. The areas of these triangles add to the area of the given equilateral triangle. It was elegant and required nothing more than Pythagorean's theorem, some algebra, and some area sum rules. It was very impressive and why I try to not tell students how to do math. They obviously need experience with multiple methods, but giving students a chance to find their own way can (and usually does) lead to great learning and longer lasting methodology. There isn't one way to do it and that's beautiful.
The problems are a great way for a teacher to keep all their skills fresh as well as challenge students with problems that extend beyond the usual book problems. I also post the new problems for all my students to try, and I warn my Geometry students that they might not have a basis in the mathematics needed to completely solve the problems.
This month, the problem was geared towards students that have had at least a little trig, but I would say that students in Algebra 2 or Pre-Calculus have had enough math. At the end of the year, some Geometry students (after an intro to trigonometry) could handle it.
For those that wish to try this problem, I won't spoil the problem with my final proof, but I wanted to talk about something that we don't often allow our students the time to do; Try methods that don't work.
What were your initial thoughts about the problem?
My first thought was to divide the above regions into six right triangles and use a combination of Pythagorean's Theorem and right triangle trigonometry. It felt forced to me and the problem wasn't resolving itself the way I needed it to. Without giving anything away, I worked over several pages before I abandoned this tactic. I think that it could have worked, but there were so many pieces I kept getting lost in the direct I was heading.
So that didn't work? What's next?
My next thought was to use coordinate geometry and find lines that intersect. It wasn't as bad, but it still was a lot of bits and pieces and I feared that I was going to make a computational error that would lead to an incorrect solution and I would spend more time hunting for my error than proving the problem. I need to explore this situation.
Explore?
I took a side trip to Geogebra and quickly verified that the theorem should be true. I just wanted to play with Geogebra and the scientist in me could be sated knowing that it did work even if the mathematician in me didn't get the proof. Select point D in the image below to see how the distances change, but the quotient stays the same and even more importantly, the sum of the distances to the sides stay the same. This reminded me of something that I always tell my students and led me to the method that I would eventually use to prove this problem.
SOLVE A SIMPLER PROBLEM
What if P was at a vertex? What if P was on the line of symmetry? And, finally, what if P was anywhere in the triangle. (Drag point D to each of these areas) Because of this approach, I was able to generate a proof for all three situations with the last proof really working for the other two instances of the general problem. Because I started with an easier problem, I was able to build to a more complex solution for the given problem. Because I explored, I was able to see an easier approach.
So what? What's the point?
So what?! How often to students get to see their math teachers not know the answer right away? How often do we model confusion and missteps? This blog post is a small attempt to set the record straight that we don't always know the right 1st solution and that's ok. As someone who's taught both of my current assigned courses for at least 10 years each, I need to remind myself to let the students find their own way AND give them the time for that. They will be better for it.
[UPDATED] How the student's did it.
My solution worked and once I found how to approach it, it worked very nicely. However, the students that solved the problem approached it using three triangles. The areas of these triangles add to the area of the given equilateral triangle. It was elegant and required nothing more than Pythagorean's theorem, some algebra, and some area sum rules. It was very impressive and why I try to not tell students how to do math. They obviously need experience with multiple methods, but giving students a chance to find their own way can (and usually does) lead to great learning and longer lasting methodology. There isn't one way to do it and that's beautiful.
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