Assign Cookies
To solve this coding challenge, the primary task involves maximizing the number of content children by appropriately distributing the available cookies based on the children's greed factors and the cookie sizes. Let's break this down step-by-step:
# Explanation
- Understanding the Inputs and Outputs:
- We have two lists:
-
g[]
-
s[]
- The goal is to maximize the number of content children, which means each child can only receive one cookie, and the size of the cookie should be at least equal to the child's greed factor.
- Sorting Arrays:
- To efficiently match the smallest greed factor with the smallest cookie and work upwards, we need to sort both arrays.
-
Sorting
g[]
-
Sorting
s[]
- Two-Pointer Technique:
- We'll initialize two pointers, one for each list:
-
i
g[]
-
j
s[]
- We'll iterate through both arrays to find the optimal assignment of cookies to children:
-
If the current cookie size (
s[j]
g[i]
-
Whether a cookie is assigned or not, we move to the next cookie by incrementing
j
-
If a cookie is assigned (i.e., the child is content), we also move to the next child by incrementing
i
- Counting Content Children:
-
The pointer
i
- Initialize and Sort:
-
sort(g)
-
sort(s)
- Initialize two pointers:
-
i = 0
-
j = 0
- Iterate through both arrays:
-
While
i < length of g
j < length of s
-
If
g[i]
s[j]
-
Increment
i
-
Increment
j
- Return the result:
-
Return
i
Detailed Steps in Pseudocode:
Full Pseudocode with Comments:
# Sort both the greed factors and cookie sizes
sort(g) # Sort the greed factors of children
sort(s) # Sort the sizes of cookies
# Initialize pointers for both arrays
child_pointer = 0 # Pointer for children greed array
cookie_pointer = 0 # Pointer for cookie sizes array
# Iterate while there are children and cookies to consider
while child_pointer < length(g) and cookie_pointer < length(s):
# If the current cookie can satisfy the current child's greed
if g[child_pointer] <= s[cookie_pointer]:
child_pointer += 1 # Assign cookie to child and move to next child
cookie_pointer += 1 # Move to the next cookie
# The number of content children is equal to the child pointer
return child_pointer # Return the number of content children
By implementing the steps described above, you can efficiently determine the maximum number of children that can be content with the available cookies. The solution uses sorting and a two-pointer technique to match each child with an appropriate cookie in an optimal manner.