Lazy Caterer's sequence
Problem
Given a circular (or regular polygon) cake and a knife by which you can only cut vertically, find the maximum number of pieces of cake you can get by making n cuts. Write a program to do that.
Solution
Method 1 - Using Mathematics
The solution to this is very simple, if you know mathematics 😜.
More on wikipedia - http://en.wikipedia.org/wiki/Lazy_caterer%27s_sequence.
The Lazy Caterer's sequence describes the maximum number of pieces a circle (or a pancake) can be divided into with a given number of straight cuts. The formula to determine the maximum number of pieces from ( n ) cuts is:
Proof
When a circle is cut n times to produce the maximum number of pieces, represented as f(n), each new cut must be considered. The number of pieces before the n-th cut is f(n-1), and the number of pieces added by the n-th cut is n.
-
Adding the
nth cut: To obtain the maximum number of pieces, then-th cut line should cross all the previous cut lines inside the circle but should not cross any intersections of the previous cut lines. Thus, then-th line itself intersects the previousn-1lines and is divided intonsegments. -
New number of pieces: Each new segment created by the
n-th cut divides one existing piece into two parts. Therefore, exactlynnew pieces are added by then-th cut. -
Recurrence relation: The total number of pieces after
ncuts is given by the recurrence relation:f(n) = n + f(n-1) -
Expanding the recurrence relation: If we repeatedly expand the recurrence relation, we get:
f(n) = n + f(n-1) = n + (n-1) + f(n-2) = n + (n-1) + (n-2) + ... + 1 + f(0) -
Initial state: When there are no cuts (
n = 0), there is just one whole piece:f(0) = 1 -
Summation: Combining everything, we get:
f(n) = 1 + (1 + 2 + 3 + ... + n) -
Arithmetic progression formula: The sum of the first
nnatural numbers can be given by the formula for the sum of an arithmetic progression:1 + 2 + 3 + ... + n = n(n + 1) / 2 -
Final formula: Substituting this into our expansion:
f(n) = 1 + n(n + 1) / 2
Code
Java
public class LazyCaterer {
// Function to calculate the maximum number of pieces with n cuts
public static int lazyCaterer(int n) {
return (n * (n + 1)) / 2 + 1;
}
public static void main(String[] args) {
int cuts = 5; // Example: Number of cuts
int maxPieces = lazyCaterer(cuts);
System.out.println("The maximum number of pieces with " + cuts + " cuts is: " + maxPieces);
// Additional test cases
for (int i = 0; i <= 10; i++) {
System.out.println(i + " cuts result in " + lazyCaterer(i) + " pieces");
}
}
}
Python
def lazy_caterer(n):
return (n * (n + 1)) // 2 + 1
# Test the function
cuts = 5
max_pieces = lazy_caterer(cuts)
print(f"The maximum number of pieces with {cuts} cuts is: {max_pieces}")
# Additional tests
for i in range(10):
print(f"{i} cuts result in {lazy_caterer(i)} pieces")
Complexity
- ⏰ Time complexity:
O(1)as we are using the formula. - 🧺 Space complexity:
O(1)as we are using only a few variables.