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Data Structures for Coding Interviews in C++

Solution: Nested Loop with Multiplication (Advanced)

Explore how to analyze the time complexity of nested loops involving multiplication in C++. Learn to derive the O(n log n) complexity using Big O notation and logarithmic summations, helping you grasp advanced complexity measures.

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Solution

C++
int main(){
  int n =10;   //O(1)   
  int sum = 0; //O(1)   
  float pie = 3.14; //O(1)   
  
  for (int i = 0; i < n; i++){ //O(n)
    int j = 1; //O(n)
    cout << pie << endl; //O(n)
    while (j < i){ // O((n) * (log2 var))
      sum+=1; // O((n) * (log2 var))
      j*=2;  // O((n) * (log2 var))
    }
  }
  cout << sum << endl; //O(1)   
}

Solution Breakdown

In the main function, the outer loop is O(n)O(n) ...