Fibonacci Search | Fibonacci Search Algorithm

Divide and conquer Applications – Fibonacci Search

 Fibonacci Search

 Let k be defined as an element in F, the array of Fibonacci numbers. n = Fm is the array size. If the array size is not a Fibonacci number, let Fm be the smallest number in F that is greater than n.

fibonacci search algorithm

The array of Fibonacci numbers is defined where Fk+2 = Fk+1 + Fk, when k ≥ 0, F1 = 1, and F0 = 0. To test whether an item is in the list of ordered numbers, follow these steps:

  1. Set k = m.
  2. If k = 0, There is no match; the item is not in the array.
  3. Compare the item against element in Fk−1.
  4. If the item matches,
  5. If the item is less than entry Fk−1, discard the elements from positions Fk−1 + 1 to n. Set k = k − 1 and return to step
  6. If the item is greater than entry Fk−1, discard the elements from positions 1 to Fk−1. Renumber the remaining elements from 1 to Fk−2, set k = k − 2, and return to step

Alternative implementation (from “Sorting and Searching” by Knuth):

Given a table of records R1, R2, …, RN whose keys are in increasing order K1 < K2 < … < KN, the algorithm searches for a given argument K. Assume N+1 = Fk+1

Step1: [Initialize] i Fk, p Fk-1, q Fk-2 (throughout the algorithm, p and q will be consecutive Fibonacci numbers)
Step2: [Compare] If K < Ki, go to Step 3; if K > Ki go to Step 4; and if K = Ki, the algorithm terminates successfully.
Step3: [Decrease i] If q=0, the algorithm terminates unsuccessfully. Otherwise set (i, p, q) ← (iq, q, p – q) (which moves p and q one position back in the Fibonacci sequence); then return to Step 2
Step4: [Increase i] If p=1, the algorithm terminates unsuccessfully. Otherwise set (i,p,q) ← (i + p, p p – q, q 2q – p) (which moves p and q two positions back in the Fibonacci sequence); and return to Step 2

Topic : Fibonacci Search | Fibonacci Search Algorithm

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