Python & Fifth Grade โ A Math Challenge from Serbia ๐๐ง
In the world of mathematics competitions, young minds are often challenged with problems that test their reasoning, conceptual understanding, and problem-solving skills. A fascinating problem from a Serbian math competition for fifth graders involves set theory and Venn diagrams โ fundamental tools for exploring mathematical concepts.๐งฎ
Competitionโs exercise for all grades can be found: here
The Riddle ๐ง
Let T be the set of all even numbers less than 50. Represent with a Venn diagram the sets:
- A = {a โ T | a is divisible by 3},
- B = {b โ T | b is divisible by 4},
- C = {c โ T | c is divisible by 5}.
Determine A \ (B โฉ C). ๐
This exercise not only reinforces the arithmetic skills of divisibility but also encourages students to visualize mathematical relationships through the construction of a Venn diagram โ a diagram that shows all possible logical relations between a finite collection of different sets.
Now, the challenge is to determine A \ (B โฉ C), which essentially means finding the elements in set A that are not in the intersection of sets B and C.
Letโs see how computational thinking can complement traditional math competition strategies using Python! ๐
Step 1: Defining the Set T
We kick things off by defining set T, which contains all even numbers less than 50. With a dash of Python magic, we generate this set using the range() function:
# Define the set T as all even numbers less than 50
T = set(range(2, 50, 2))
# {2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48}
Step 2: Defining the Sets A, B, and C
Next, we define sets A, B, and C, employing similar Python wizardry:
# Set A: Divisible by 3
A = {a for a in T if a % 3 == 0} # {36, 6, 42, 12, 48, 18, 24, 30}
# Set B: Divisible by 4
B = {b for b in T if b % 4 == 0} # {32, 4, 36, 8, 40, 12, 44, 16, 48, 20, 24, 28}
# Set C: Divisible by 5
C = {c for c in T if c % 5 == 0} # {40, 10, 20, 30}
Here, we employ set comprehensions to create sets A, B, and C. These sets contain numbers from T that are divisible by 3, 4, and 5, respectively. The modulo operator `%` checks for divisibility.
Step 3: Calculating A \ (B โฉ C)
Now, letโs crunch some numbers. We calculate the intersection of sets B and C and then determine the elements in set A that are not in this intersection:
# Intersection of B and C
B_inter_C = B.intersection(C) # {40, 20}
# A \ (B โฉ C)
result = A - B_inter_C # {36, 6, 42, 12, 48, 18, 24, 30}
And there we have it! A solution in just a few lines of Python code. ๐
Pay Attention to Brackets!
When working with set comprehensions, itโs crucial to remember the brackets. ๐ง
- ๐ Correct:
{x for x in some_list if condition}
- This creates a set with elements that meet the condition. - โ Incorrect:
{}
- This creates an empty dictionary, not a set.
Make sure to use the correct brackets to avoid unexpected Python surprises! ๐๐
Visualizing with Venn Diagrams
By using the Python library matplotlib-venn
, we can visualize our sets with a Venn Diagram, showing the unique and shared elements.
Practical Example: TURF Analysis
Letโs take our understanding of sets to a real-world scenario with TURF (Total Unduplicated Reach and Frequency) analysis:
Imagine each set represents kidsโ preferences for bubble gum flavors:
- ๐ Set A: 3 kids prefer strawberry.
- ๐ Set B: 6 kids are all about green apple.
- ๐ Set C: 1 kid has a taste for grape.
When we analyze their overlaps:
- ๐๐ 4 kids enjoy both strawberry and green apple (intersection of Sets A and B).
- ๐๐ 1 kid likes strawberry and grape together (intersection of Sets A and C).
- ๐๐ 2 kids delight in the mix of green apple and grape (intersection of Sets B and C).
- ๐๐๐ No kid likes all three flavors (intersection of Sets A, B, and C).
To achieve the widest unique reach:
- Start with Set B (green apple), which has 6 unique enthusiasts.
- Add Set A (strawberry), bringing in 3 additional unique fans.
- Consider Set C (grape), which contributes just 1 more unique admirer.
Therefore, to reach the most kids, youโd offer green apple and strawberry flavors, reaching 9 unique kids in total (6 from green apple, 3 from strawberry). Adding grapes would only increase the unique reach by 1 additional kid, making it less impactful compared to the other two in terms of unduplicated reach. ๐
In summary, TURF analysis suggests focusing on the flavors that will attract the largest unique audience, which in this case would be green apple and strawberry bubble gums.
So, whether youโre a young math enthusiast or a seasoned data analyst, Pythonโs prowess in bridging the gap between abstract concepts and tangible solutions continues to be a valuable asset in your journey of exploration and discovery.
Happy coding and math solving! ๐๐งฎ๐