Program to find length of longest fibonacci subsequence in Python

Python Server Side Programming Programming

Suppose we have one sequence like X_1, X_2, ..., X_n is fibonacci-like if −

n >= 3
X_i + X_i+1 = X_i+2 for all i + 2 <= n

Now suppose a strictly increasing array A forming a sequence, we have to find the length of the longest fibonacci-like subsequence of A. If there is no such sequence, then return 0.

So, if the input is like A = [1,2,3,4,5,6,7,8], then the output will be 5 because there is a sequence [1,2,3,5,8] of length 5.

To solve this, we will follow these steps −

sA := a new set from elements of A
last := last element of A
B := a map containing each element present in A and their frequencies
best := 0
for i in size of A down to 0, do
- a := A[i]
- for each b in subarray of A[from index i+1 to end], do
  - c := a+b
  - if c is present in sA, then
    - B[a,b] := 1 + B[b,c]
    - best := maximum of best and B[a,b]+2
  - otherwise when c > last, then
    - come out from loop
return best

Example

Let us see the following implementation to get better understanding −

from collections import Counter
def solve(A):
   sA = set(A)
   last = A[-1]
   B = Counter()
   best = 0
   for i in reversed(range(len(A))):
      a = A[i]
      for b in A[i+1:]:
         c = a+b
         if c in sA:
            B[a,b] = 1 + B[b,c]
            best = max(best , B[a,b]+2)
         elif c>last:
            break
   return best

A = [1,2,3,4,5,6,7,8]
print(solve(A))

Input

[1,2,3,4,5,6,7,8]

Output

Arnab Chakraborty

Published on 07-Oct-2021 12:59:42

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