Sunday 14 December 2014

Problem Solving: Diagonals


If there is a grid of squares with a certain number of rows (m) and columns (n), is it possible to determine the number of squares a line will go through if drawn from top left corner to the bottom right? This was a problem given to us in a problem solving class and I would like to discuss how I went about solving it. 

The problem
  • Input: two natural numbers that describe the length and height of the grid (m x n).
  • Output: the number of squares that a diagonal crosses from the top left corner to the bottom right corner of an m x n grid (s). 

The Plan: Draw some m x n grids and diagonal lines. Look for patterns and interesting cases. 


5 x 3, s = 7; 5 x 8, s = 12



First observations:
1) the order of m and n doesn't matter. In the picture below, diagonals through 8 x 1 and 1 x 8 sections both cross 8 squares (blue in the picture below).
2) when m = n, you have a perfect square and s = m = n. A diagonal through an 8 x 8 grid crosses 8 squares, because it goes perfectly from the top left to bottom right corner of each square (green in the picture below).

So for ease of computing s, I can arbitrarily assign m as the smaller number/ odd number/ prime number. Whatever makes writing a function easiest. 

8 x 8, s = 8


I noticed that when m is divisible by n or vice versa, then s = max(n, m). However, this still leaves a lot of the combinations to solve, but it led me to notice that if m and n have the same factor, the line splits up into smaller sections. (i.e. 4 x 6 = 2(2 x 3). This means that you can multiply the number of squares the line passes through in the smaller section by the number of smaller sections (2 * (4 x 3, s = 6) that make up the large section (8 x 6, s = 2 * 6 = 12).


8 x 6 = 2(4 x 3)

Acknowledging when you're stuck: At this point I was a bit stuck. I knew how to determine s for certain specific cases, but there was still the problem of working out s when m and n only shared a common factor of 1. It was getting very complicated looking at grids with lines going all over the place. It was time for a new approach. I turned to just looking at the numbers to see if I could find a pattern. I created a table with values of n and m on each axis and filled in s values.

After staring a while at the numbers and trying out different ways of getting from m and n to s, I came across the equation s = n + m - 1. This seemed to work for the cases I hadn't solved for (i.e. when n and m only have a common factor of 1).

Looking back, I realized that a variation on this equation actually works for all cases, if the largest common factor (F) of m and n is found. Then the equation can be written as:
s = F(n\F + m\F -1)
where F is the largest common factor of m and n. In the end, it didn't matter if n or m were larger, smaller, even or odd.

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