Solution 4 for Scaler Topics Fortnightly Contest - 18

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DSA Problem Solving for Interviews using Java
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Topics Covered

Pseudo Primes Complete Solution

This article is part of the Scaler Topics Fortnightly Contest - 18

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Solution Approach

  • The naive approach will be to iterate over all the numbers.
  • Find their prime factors sum them and check if the sum is prime.
  • But this is too slow as iterating over the range is O(N) and then prime factorisation is O(sqrt(N)) and then checking
  • if the sum is prime is another O(sqrt(N)).
  • Overall time complexity is O(N sqrt(N)) which is slow for the given constraints.
  • Try to use Sieve of Eratosthenis.
  • We use Sieve. Since we only need to sum the distinct prime factors whenever we find a prime number i using sieve
  • we iterate over its multiples and add i to its sum. Keep another prefix array for pseudo primes update it while running sieve.

Time Complexity - O(N log log(N)) Space Complexity - O(N)

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Python Implementation