Recursion :
def FindMaxSum(arr, n):
def recur(arr, n):
if n == 1:
return arr[n-1]
if n == 2:
return max(arr[n-1], arr[n-2])
return max(recur(arr, n-1), recur(arr, n-2) + arr[n-1])
return recur(arr, n)
Top Down :
def FindMaxSum(arr, n):
def top_down(arr, n, dp):
if dp[n] != -1:
return dp[n]
dp[n] = max(top_down(arr, n-1, dp), top_down(arr, n-2, dp) + arr[n-1])
return dp[n]
if n == 1:
return arr[0]
if n == 2:
return max(arr[0], arr[1])
dp =[-1 for i in range(n+1)]
dp[1] = arr[0]
dp[2] = max(arr[0], arr[1])
return top_down(arr, n, dp)
Bottom Up :
def FindMaxSum(arr, n):
def bottom_up(arr, n, dp):
for i in range(2, n):
dp[i] = max(dp[i-1], dp[i-2] + arr[i])
if n == 1:
return arr[0]
if n == 2:
return max(arr[0], arr[1])
dp =[0 for i in range(n)]
dp[0] = arr[0]
dp[1] = max(arr[0], arr[1])
bottom_up(arr, n, dp)
return dp[n-1]