I have a string vector and trying to reach each character of each word using two loops as shown below. Is there a way not using two loops so I don't go beyond O(n) time complexity.
clarification: What I'm trying to do is converting letters to numbers as in the phone key pad then searching those numbers if they're available in the phoneNumber string.
#include<bits/stdc++.h>
using namespace std;
// vector<string> words={"foo","bar","car","cat","lawyer"};
// string phoneNumber="3226773664"
void lookup(vector<string> &words,string phoneNumber){
string strtonumber="";
int ascii;
for(auto word:words ){
strtonumber="";
for(auto chr:word ){
ascii=int(chr);
if(ascii >= 97 && ascii<=99)
strtonumber+="2";
if(ascii >= 100 && ascii<=102)
strtonumber+="3";
if(ascii >= 103 && ascii<=105)
strtonumber+="4";
if(ascii >= 106 && ascii<=108)
strtonumber+="5";
if(ascii >= 109 && ascii<=111)
strtonumber+="6";
if(ascii >= 112 && ascii<=115)
strtonumber+="7";
if(ascii >= 116 && ascii<=118)
strtonumber+="8";
if(ascii >= 119 && ascii<=122)
strtonumber+="9";
}
if (phoneNumber.find(strtonumber) != string::npos)
cout<<"Numerical version of these words available in your Phone Number string"<<endl;
}
Is there a way not using two loops so I don't go beyond O(n) time complexity.
Nested loops are not always O(N^2)
. Or more precisely: big-O is only meaningful when you say what N
is. This loop is has complexity O(N^2)
:
for (unsigned i=0; i < N; ++i) {
for (unsigned j=0; j < N; ++j) {
foo(i,j); // <- this is called N*N times
}
}
However, your loops are rather similar to
for (unsigned i=0; i < number_of_strings; ++i) {
for (unsigned j=0; j < number_of_characters(i); ++j) {
foo( words[i][j] );
}
}
And O( number_of_strings * number_of_characters )
is nothing but O(N)
when N
is the number of characters you want to process.
Another way to think about it is to consider what changes about complexity if you would perform the same operations on a string "foobarcarcatlawyer"
. Nothing. If you iterate this string the number of times you convert a single character stays exactly the same.
You cannot process N
characters in less than O(N)
.
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