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Showing posts with label Maximal Contiguous Subsequent Sum Problem. Show all posts
Showing posts with label Maximal Contiguous Subsequent Sum Problem. Show all posts

Monday, July 18, 2011

Maximal Contiguous Subsequent Sum Problem

Problem:

Maximum Contiguous Subsequence Sum:  given (a possibly 
negative) integers A1, A2, …, AN, find (and identify the 
sequence corresponding to) the maximum value of  
∑
=
j
k i
Ak         
For the degenerate case when all of the integers are negative, 
the maximum contiguous subsequence sum is zero. 



Solution:

  • Initialize start=0,end=0,max=0,S=0,tmpstart=0
  • Loop over all the elements of array
  •  if S > max  then assign max=S,end=currentindex,start=tmpstart
  • if  S < 0 (that means we can omit all values calculated so for) then assign S=0,tmpstart=i+1
  • tmpstart represents temporary start index which is used to store the start index of current subarray.
  • then print max,end and start index.


Complexity: O(n)


Code: