Python/dynamic_programming/sum_of_subset.py
2019-07-02 23:23:35 +08:00

34 lines
1.1 KiB
Python

def isSumSubset(arr, arrLen, requiredSum):
# a subset value says 1 if that subset sum can be formed else 0
#initially no subsets can be formed hence False/0
subset = ([[False for i in range(requiredSum + 1)] for i in range(arrLen + 1)])
#for each arr value, a sum of zero(0) can be formed by not taking any element hence True/1
for i in range(arrLen + 1):
subset[i][0] = True
#sum is not zero and set is empty then false
for i in range(1, requiredSum + 1):
subset[0][i] = False
for i in range(1, arrLen + 1):
for j in range(1, requiredSum + 1):
if arr[i-1]>j:
subset[i][j] = subset[i-1][j]
if arr[i-1]<=j:
subset[i][j] = (subset[i-1][j] or subset[i-1][j-arr[i-1]])
#uncomment to print the subset
# for i in range(arrLen+1):
# print(subset[i])
return subset[arrLen][requiredSum]
arr = [2, 4, 6, 8]
requiredSum = 5
arrLen = len(arr)
if isSumSubset(arr, arrLen, requiredSum):
print("Found a subset with required sum")
else:
print("No subset with required sum")