Optimal way to find next prime number (Java) - java

I was asked to write a program to find next prime number in an optimal way. I wrote this code, but I could not find an optimal answer to it. Any suggestions?
public static int nextPrime(int input) {
input++;
//now find if the number is prime or not
for(int i=2;i<input;i++) {
if(input % i ==0 ) {
input++;
i=2;
}
else{
continue;
}
}
return input;
}

public int nextPrime(int input){
int counter;
input++;
while(true){
int l = (int) sqrt(input);
counter = 0;
for(int i = 2; i <= l; i ++){
if(input % i == 0) counter++;
}
if(counter == 0)
return input;
else{
input++;
continue;
}
}
}
There is no need to check up on input number. It is enough to check up to the square root of a number. Sorry, I didn't remember the theorem name. Here we are incrementing the input for next prime.
The time complexity of this solution O(n^(3/2)).

#Ephraim - I've replaced the recursive code with "while" loop. It's running more faster.
int nextPrime(int M) {
while(!isPrime(++M))
// no need ++M; as I already added in the isPrime method's parameter.
return M;
}
boolean isPrime(int M) {
for(int i = 2; i <= M; i++)
if(M % i == 0)
return false;
return true;
}
#Scott Parent- I've tested the the recursive code; "while" loop and steam code (IntStream and LongStream) - the Stream's code is running slowly, very slowly.
Example:
Input value: 60000000000
Output: 60000000029
Elapsed time for recursive algorithm = 7 milliseconds
Output: 60000000029
Elapsed time for traversal algorithm = 4 milliseconds
Output: 60000000029
Elapsed time for LongStream.range(2, number).noneMatch(...) algorithm = 615825 milliseconds
If I use IntStream - the elapsed time is about 230 milliseconds for the max Integer number. It's too much slowly. The "while" loop in nextPrime(int n) is running 1-4 milliseconds for the max integer number, but usage of LongStream for 600000000000 input value - the result I couldnt see in 1 hour.
I'm running now for the 600000000000 long number:
Elapsed time for recursive algorithm = 36 milliseconds
Output: 60000000029
Elapsed time for traversal algorithm = 27 milliseconds
Output: 60000000029
Elapsed time for LongStream.range(2, number).noneMatch(...)
it's still running more than 58 minutes, but it's not finished yet.

long n = 12345;
BigInteger b = new BigInteger(String.valueOf(n));
long res = Long.parseLong(b.nextProbablePrime().toString());
System.out.println("Next prime no. is "+ res);

Generate all prime numbers up to your limit using sieve of eratosthenes. And then input your number n and search if n> prime[i] , prime[i] is the answer.

You can also do the same using recursions like this:
int nextPrime(int M) {
if(!isPrime(M)) M = nextPrime(++M);
return M;
}
boolean isPrime(int M) {
for(int i = 2; i <= Math.sqrt(M); i++)
if(M % i == 0) return false;
return true;
}

My son has written his own algorithm - in one method.
But it's written on python - you can find it here.
On Java it looks like:
static long nextPrime(long number) {
boolean prime = false;
long n = number;
while (!prime && n < number * 2) {
n++;
prime = true;
for (int i = 2; i < n; i++) {
if (n % i == 0) {
prime = false;
break;
}
}
}
return n;
}

Here I add a solution algorithm. First of all, the while loop grabs the next number to be tested within the range of number + 1 to number * 2. Then the number is sent to the isPrime method (which uses Java 8 streams) that iterates the stream to look for numbers that have no other factors.
private static int nextPrime(final int number) {
int i = number + 1;
while (!isPrime(i) && i < number * 2)
i++;
return i;
}
private static boolean isPrime(final int number) {
return number > 1 && IntStream.range(2, number).noneMatch(index -> number % index == 0);
}

Dude check this code.
isPrime() in the while loop checks for the next prime number after incrementing the current prime/non-prime number. I did used the long datatype (that's what I got as assignment).
if (isPrime(num)) {
System.out.println("Current Prime number: " + num);
} else {
long a = getNextPrime(num);
System.out.println("Next Prime:" + a);
}
public static long getNextPrime(long num) {
long nextPrime = 0;
while (true) {
num++;
boolean x = isPrime(num);
if (x) {
nextPrime = num;
break;
}
}
return nextPrime;
}
public static boolean isPrime(long num) {
if (num == 0 || num == 1) {
return false;
}
for (long i = 2; i <= num / 2; ++i) {
if (num % i == 0) {
return false;
}
}
return true;
}

This is functional way of finding next prime number.
public void printFirstNPrimes(long n) {
Stream.iterate(2, i->nextPrime(i))
.limit(n).forEach(System.out::println);
}
public static boolean isPrime(long x) {
return Stream.iterate(2, i->i+1)
.limit((long)(Math.sqrt(x)))
.allMatch(n -> x % n != 0);
}
public static int nextPrime(int x) {
return isPrime(x+1)? x+1 : nextPrime(x+1);
}

So, I was reading the first answer and saw some potential upgrades.
I made them and got a really significant improvement.
The original code could calculate 200000 prime numbers in 22.32s
With a little changes I managed to execute the same operation in 11.41s, with the same results.
Notice I executed the code on my laptop #2.50 GHz, running on IntelIJ.
public static int nextPrime(int n) {
boolean isPrime;
n++;
while (true) {
int sqrt = (int) Math.sqrt(n);
isprime = true;
for (int i = 2; i <= sqrt; i++) {
if (n % i == 0) isPrime = false;
}
if (isPrime)
return n;
else {
n++;
}
}
}
Hope you like it!

public class ClosestPrimeNumber {
static boolean isPrime(int n) {
for (int x = 2; x <= Math.sqrt(n); x++) {
if (n % x ==0) {
return false;
}
}
return true;
}
static int next_forward = 0;
static int next_backward = 0;
static int next = 0;
static int closestPrimeNumberForward(int n) {
if (isPrime(n)) {
next_forward = n;
return next_forward;
}else {
next_forward = n+1;
closestPrimeNumberForward(next_forward);
}
return next_forward;
}
static int closestPrimeNumberBackward(int n) {
if (isPrime(n)) {
next_backward = n;
return next_backward;
}else {
next_backward = n-1;
closestPrimeNumberBackward(next_backward);
}
return next_backward;
}
static int closestCompare(int forward, int backward, int num) {
return (Math.abs(num-backward) > Math.abs(num-forward) ) ? forward : backward;
}
public static void main(String[] args) {
int valor = 102;
System.out.println(closestCompare(closestPrimeNumberForward(valor), closestPrimeNumberBackward(valor), valor));
}
}

public int nextPrime(int input){
int counter;
while(true){
counter = 0;
for(int i = 1; i <= input; i ++){
if(input % i == 0) counter++;
}
if(counter == 2)
return input;
else{
input++;
continue;
}
}
}
This will return the nextPrime but cannot say is most optimal way
It is simple as it execute an infinite while loop which break when
prime number is returned.
In while is finds whether the number is prime or not
If it is prime it returns that number, if not it increment input and continue the while loop

Related

Finding the smith number between given range

I will get to the point quickly. Basically smith numbers are: Composite number the sum of whose digits is the sum of the digits of its prime factors (excluding 1). (The primes are excluded since they trivially satisfy this condition). One example of a Smith number is the beast number 666=2·3·3·37, since 6+6+6=2+3+3+(3+7)=18.
what i've tried:
In a for loop first i get the sum of the current number's(i) digits
In same loop i try to get the sum of the number's prime factors digits.
I've made another method to check if current number that is going to proccessed in for loop is prime or not,if its prime it will be excluded
But my code is seems to not working can you guys help out?
public static void main(String[] args) {
smithInrange(1, 50);
}
public static void smithInrange(int start_val, int end_val) {
for (int i = start_val; i < end_val; i++) {
if(!isPrime(i)) { //since we banned prime numbers from this process i don't include them
int for_digit_sum = i, digit = 0, digit_sum = 0, for_factor_purpose = i, smith_sum = 0;
int first = 0, second = 0, last = 0;
// System.out.println("current number is" + i);
while (for_digit_sum > 0) { // in this while loop i get the sum of current number's digits
digit = for_digit_sum % 10;
digit_sum += digit;
for_digit_sum /= 10;
}
// System.out.println("digit sum is"+digit_sum);
while (for_factor_purpose % 2 == 0) { // i divide the current number to 2 until it became an odd number
first += 2;
for_factor_purpose /= 2;
}
// System.out.println("the first sum is " + first);
for (int j = 3; j < Math.sqrt(for_factor_purpose); j += 2) {
while (for_factor_purpose % j == 0) { // this while loop is for getting the digit sum of every prime
// factor that j has
int inner_digit = 0, inner_temp = j, inner_digit_sum = 0;
while (inner_temp > 0) {
inner_digit = inner_temp % 10;
second += inner_digit;
inner_temp /= 10;
}
// System.out.println("the second sum is " + second);
for_factor_purpose /= j;
}
}
int last_temp = for_factor_purpose, last_digit = 0, last_digit_sum = 0;
if (for_factor_purpose > 2) {
while (last_temp > 0) {
last_digit = last_temp % 10;
last += last_digit;
last_temp /= 10;
}
// System.out.println("last is " + last);
}
smith_sum = first + second + last;
// System.out.println("smith num is "+ smith_sum);
// System.out.println(smith_sum);
if (smith_sum == digit_sum) {
System.out.println("the num founded is" + i);
}
}
}
}
public static boolean isPrime(int i) {
int sqrt = (int) Math.sqrt(i) + 1;
for (int k = 2; k < sqrt; k++) {
if (i % k == 0) {
// number is perfectly divisible - no prime
return false;
}
}
return true;
}
the output is:
the num founded is4
the num founded is9
the num founded is22
the num founded is25
the num founded is27
the num founded is49
how ever the smith number between this range(1 and 50) are:
4, 22 and 27
edit:I_ve found the problem which is :
Math.sqrt(for_factor_purpose) it seems i should add 1 to it to eliminate square numbers. Thanks to you guys i've see sthe solution on other perspectives.
Keep coding!
Main loop for printing Smith numbers.
for (int i = 3; i < 10000; i++) {
if (isSmith(i)) {
System.out.println(i + " is a Smith number.");
}
}
The test method to determine if the supplied number is a Smith number. The list of primes is only increased if the last prime is smaller in magnitude than the number under test.
static boolean isSmith(int v) {
int sum = 0;
int save = v;
int lastPrime = primes.get(primes.size() - 1);
if (lastPrime < v) {
genPrimes(v);
}
outer:
for (int p : primes) {
while (save > 1) {
if (save % p != 0) {
continue outer;
}
sum += sumOfDigits(p);
save /= p;
}
break;
}
return sum == sumOfDigits(v) && !primes.contains(v);
}
Helper method to sum the digits of a number.
static int sumOfDigits(int i) {
return String.valueOf(i).chars().map(c -> c - '0').sum();
}
And the prime generator. It uses the list as it is created to determine if a given
number is a prime.
static List<Integer> primes = new ArrayList<>(List.of(2, 3));
static void genPrimes(int max) {
int next = primes.get(primes.size() - 1);
outer:
while (next <= max) {
next += 2;
for (int p : primes) {
if (next % p == 0) {
continue outer;
}
if (p * p > next) {
break;
}
}
primes.add(next);
}
}
}
I do not want to spoil the answer finding, but just some simpler code snippets,
making everything simpler, and more readable.
public boolean isSmith(int a) {
if (a < 2) return false;
int factor = findDivisor(a);
if (factor == a) return false;
int sum = digitSum(a);
// loop:
a /= factor;
sum -= digitSum(factor);
...
}
boolean isPrime(int a){
for(int i = 2; i*i <= a; i++) {
if (a % i == 0) {
return false;
}
}
return true;
}
int findDivisor(int a){
for(int i = 2; i*i <= a; i++) {
if (a % i == 0) {
return i;
}
}
return a;
}
int digitSum(int a) {
if (a < 10) {
return a;
}
int digit = a % 10;
int rest = a / 10;
return digit + digitSum(rest);
}
As you see integer division 23 / 10 == 2, and modulo (remainder) %: 23 % 10 == 3 can simplify things.
Instead of isPrime, finding factor(s) is more logical. In fact the best solution is not using findDivisor, but immediately find all factors
int factorsSum = 0;
int factorsCount = 0;
for(int i = 2; i*i <= a; i++) {
while (a % i == 0) {
factorsSum += digitSum(i);
a /= i;
factorsCount++;
}
}
// The remaining factor >= sqrt(original a) must be a prime.
// (It cannot contain smaller factors.)
factorsSum += digitSum(a);
factorsCount++;
Here is the code. If you need further help, please let me know. The code is pretty self explanatory and a decent bit was taken from your code but if you need me to explain it let me know.
In short, I created methods to check if a number is a smith number and then checked each int in the range.
import java.util.*;
public class MyClass {
public static void main(String args[]) {
System.out.println(smithInRange)
}
public int factor;
public boolean smithInRange(int a, int b){
for (int i=Math.min(a,b);i<=Math.max(a,b);i++) if(isSmith(i)) return true;
return false;
}
public boolean isSmith(int a){
if(a<2) return false;
if(isPrime(a)) return false;
int digits=0;
int factors=0;
String x=a+¨" ";
for(int i=0;i<x.length()-1;i++) digits+= Integer.parseInt(x.substring(i,i+1));
ArrayList<Integer> pF = new ArrayList<Integer>();
pF.add(a);
while(!aIsPrime(pF)){
int num = pF.get(pF.size-1)
pF.remove(pF.size()-1);
pF.add(factor);
pF.add(num/factor)
}
for(int i: pF){
if((factors+"").length()==1)factors+= i;
else{
String ss= i+" ";
int nums=0;
for(int j=0;j<ss.length()-1;j++){
nums+=Integer.parseInt(ss.substring(j,j+1));
}
}
}
return (factors==digits);
}
public boolean isPrime(int a){
for(int i=2;i<=(int)Math.sqrt(a),i++){
String s = (double)a/(double)i+"";
if(s.substring(s.length()-2).equals(".0")){
return false;
factor = i;
}
}
return true;
}
public boolean aIsPrime(ArrayList<int> a){
for(int i: a) if (!isPrime(a)) return false;
return true;
}
}

find nth prime in java with low time complexity

I'm trying to find a low time complexity solution for finding nth prime.
However there's some method problems I'm quite confused.
Also I want to know is mine has a low time complexity or can it be better?
I've tried two different ways to find the prime while the first one is way too slow, so i changed another one. But the boolean method has some problem which i have no idea.
public static int FInd_NthPrime(int n){
int num=0,j,c=2;
while (true) {
if(isPrime(c)){
num = num+1;
}
c = c+1;
break;
}
return c; // the error happened
}
public static boolean isPrime(int n) {
for (int i = 2; i < Math.sqrt(n); i++) {
if (n % i == 0) {
return false;
}
}
return true;
}
public static void print_nth_prime(int num){
int result = FInd_NthPrime(num);
System.out.print(num +" "+result);
}
I expect anyone tell me the mistake in boolean method and is there any better way to make low time complexity for finding the nth prime。
You only have to test odd integers and special case "2".
And when doing the isPrime test, just do the modulo check against existing primes already discovered.
public static int FInd_NthPrime(int n){
int val = 3; // first odd number greater than 2
int result = 0;
if (n <= 1) {
return 2; // special case for 2, the only even prime
}
// build up a Hash table of all discovered primes so far
ArrayList<Integer> primes = new ArrayList<Integer>();
primes.add(2);
while (n > 1) {
if (isPrime(val, primes)) {
n--;
result = val;
}
val += 2; // increment to the next odd integer
}
return result;
}
public static boolean isPrime(int n, ArrayList<Integer> primes) {
if (n == 2) {
return true;
}
int stop = (int)Math.sqrt(n);
for (int divisor : primes) {
if ((n % divisor) == 0) {
return false;
}
if (divisor > stop) {
break;
}
}
//System.out.format("Added %d to prime list\n", n);
primes.add(n);
return true;
}

Slow calculation of sum of primes for large datasets [closed]

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My program that calculates the sum of primes is very slow for very large nth term. Please how do I optimize the processing time of my program? The fastest program will be appreciated and the reason why mine is slow for large sets of data. Thanks.
Here's the Java program:
public class SumOfPrimes {
public static void main(String[] args) {
primeNumber(2000000);
}
public static void primeNumber(int nth) {
int counter = 0, i = 2;
while(i>=2) {
if(isPrime(i)) {
counter += i;
}
i++;
if(i == nth) {
break;
}
}
System.out.println(counter);
}
public static boolean isPrime(int n) {
boolean prime = true;
int i;
for(i= 2; i < n; i++) {
if (n % i == 0) {
prime = false;
for (int j = 3; j * j < n; j += 2) {
if (n % j == 0) prime = false;
}
}
}
return prime;
}
}
Well, it's unclear why you have an inner for loop in your isPrime. Removing it will save much time.
Besides, once you find that n is not prime, you should return immediately. Either break out of the loop, or just return false.
Another optimization would be not to test all the number until i < n. It's enough to test until i * i <= n.
public static boolean isPrime(int n) {
int i;
for(i = 2; i * i <= n; i++) {
if (n % i == 0) {
return false;
}
}
return true;
}
Remember primes you have found, and only test them.
Remove the inner loop.
Test 2, 3, then all odds.
Something like...
public boolean isPrime( ArrayList<Long> primes, long n ){
for( Long t : primes ){
if( n % t == 0 ){
return false;
}
if( t * t > n )return true;
}
return true;
}
public void sumOfPrimes()
{
ArrayList<Long> primes = new ArrayList<Long>();
long n;
double count = 0;
for( n = 2; n < 2000000; n++ ){
if( isPrime( primes, n ) ){
primes.add( n );
count += n;
}
}
}
This should be your isPrime function-
bool isPrime (int number) {
if (number < 2) return false;
if (number == 2) return true;
if (number % 2 == 0) return false;
for (int i=3; (i*i) <= number; i+=2) {
if (number % i == 0 ) return false;
}
return true;
}
Putting together all the answers to my question above, my program has been re-written and it is much faster for very large datasets.
public class SumOfPrimes {
public static void main(String[] args) {
primeNumber(2000000);
}
public static void primeNumber(int nth) {
int i = 2;
long counter = 0;
while(i>=2) {
if(isPrime(i)) {
counter += i;
}
i++;
if(i == nth) {
break;
}
}
System.out.println(counter);
}
public static boolean isPrime (int n) {
if (n < 2) return false;
if (n == 2) return true;
if (n % 2 == 0) return false;
for (int i=3; (i*i) <= n; i+=2) {
if (n % i == 0 ) return false;
}
return true;
}
}
#aega's solution for the isPrime function did the trick. Now 2 million datasets can be calculated for less than 2 secs.
We no need to test from 1 to n, even 3 to n/2 or 3 to sqrt(n) is also too much for testing for a bigger number.
To make the testing the least, we can only test n with the previous prime that have been found up to sqrt(n), like what mksteve has mentioned.
static List<Integer> primes = new ArrayList<>();
static boolean isPrime (int number) {
if (number < 2) return false;
if (number == 2) return true;
if (number % 2 == 0) return false;
int limit = (int) Math.sqrt(number);
for (i : primes) {
if (i > limit) break;
if (number % i == 0 ) return false;
}
return true;
}
public static void primeNumber(int nth) {
int i = 2;
long counter = 0;
while(i <= nth) {
if(isPrime(i)) {
counter += i;
primes.add(i);
}
i++;
}
System.out.println(counter);
}
A faster program will be to store the generated prime numbers in an array and use only those elements for divisibility check. The number of iterations will reduce dramatically. An element of self-learning is there in this.
I don't have time right now. But, when I'm free, will write a java code to implement this.
Use the power of Lambda for dynamic functional referencing and streams for optimized performance with inbuilt filter conditions.
public static boolean isPrime(final int number) {
return IntStream.range(2,(long) Math.ceil(Math.sqrt(number + 1))).noneMatch(x -> number % x == 0);
}

I can't figure out my error in my PrimeGenerator

In the output, I get a 9 where I should be getting an 11!
This occurs after the fifth call to nextPrime(). Every other output is correct except for the 5th one! I have been struggling to determine my error for a few hours now. Sorry if my code is sloppy, this is the way my mind figured out the problem! It was a requirement to use the flag controlled loop.
public class PrimeGenerator
{
private int num = 2;
public PrimeGenerator()
{
}
public int nextPrime()
{
boolean done = false;
for (int n = num; !isPrime(num); n++)
num = n;
if (isPrime(num))
{
done = true;
}
if (done)
{
int prime = num;
num++;
return prime;
}
return num;
}
public static boolean isPrime(int n)
{
boolean result = true;
for (int i = 2; n % i == 0 && i < n; i++)
result = false;
if (n == 2)
result = true;
return result;
}
}
My Tester just calls the nextPrime() method and prints the result.
You get 9 instead of 11 because you have mistake in method isPrime
public static boolean isPrime(int n)
{
boolean result = true;
for (int i = 2; n % i == 0 && i < n; i++)
result = false;
if (n == 2)
result = true;
return result;
}
Look for number 9.
first iteration: i = 2, result = true
n % i => 9 % 2 = 1, so your loop stops before first iteration and result didn't changed.
Try to change method isPrime (Updated as commented #John in comments)
public static boolean isPrime(int n)
{
if( n % 2 == 0 ) {
return false;
}
double root = Math.sqrt(n);
for ( int i = 3; i < root; i+=2 ) {
if( n % i == 0 ) {
return false;
}
}
return true;
}
Your nextPrime method returns num whether or not it is prime. Your code is effectively:
if(isPrime(num))
return num;
}
return num;
So the main problem with your code here is the method for checking if a number is prime. According to number theory, you just need to check that the given number is not divisible by any number between 2 and the root of the given number you want to determine is prime. More formally, if you want to check if a number n is prime, you need to check that n is not divisible by any number between 2 and sqrt(n).
An updated method using this number theory fact is below:
public static boolean isPrime(int n)
{
int root = (int)Math.sqrt(n);
for (int i = 2; i <= root; i++) {
if(n % i == 0) {
return false;
}
}
return true;
}
With this your determination of the prime number would be correct and would be much faster. There are even faster ways of determining primes and generating primes like sieve's algorithm.

Largest prime factor program takes aaaages - Java

So this is problem 3 from project Euler. For those who don't know, I have to find out the largest prime factor of 600851475143. I have the below code:
import java.lang.Math;
// 600851475143
public class LargestPrimeFactor {
public static void main(String[] stuff) {
long num = getLong("What number do you want to analyse? ");
long[] primes = primeGenerator(num);
long result = 0;
for(int i = 0; i < primes.length; i++) {
boolean modulo2 = num % primes[i] == 0;
if(modulo2) {
result = primes[i];
}
}
System.out.println(result);
}
public static long[] primeGenerator(long limit) {
int aindex = 0;
long[] ps = new long[primeCount(limit)];
for(long i = 2; i < limit + 1; i++) {
if(primeCheck(i)) {
ps[aindex] = i;
aindex++;
}
}
return ps;
}
public static boolean primeCheck(long num) {
boolean r = false;
if(num == 2 || num == 3) {
return true;
}
else if(num == 1) {
return false;
}
for(long i = 2; i < Math.sqrt(num); i++) {
boolean modulo = num % i == 0;
if(modulo) {
r = false;
break;
}
else if(Math.sqrt(num) < i + 1 && !modulo) {
r = true;
break;
}
}
return r;
}
public static int primeCount(long limit) {
int count = 0;
if(limit == 1 || limit == 2) {
return 0;
}
for(long i = 2; i <= limit; i++) {
if(primeCheck(i)) {
count++;
}
}
return count;
}
public static long getLong(String prompt) {
System.out.print(prompt + " ");
long mrlong = input.nextLong();
input.nextLine();
return mrlong;
}
}
But when I test the program with something (a lot) smaller than 600851475143, like 100000000, then the program takes its time - in fact, 100000000 has taken 20 minutes so far and is still going. I've obviously got the wrong approach here (and yes, the program does work, I tried it out with smaller numbers). Can anyone suggest a less exhaustive way?
public static void main(String[] args) {
long number = 600851475143L;
long highestPrime = -1;
for (long i = 2; i <= number; ++i) {
if (number % i == 0) {
highestPrime = i;
number /= i;
--i;
}
}
System.out.println(highestPrime);
}
public class LargestPrimeFactor {
public static boolean isPrime(long num){
int count = 0;
for(long i = 1; i<=num/2 ; i++){
if(num % i==0){
count++;
}
}
if(count==1){
return true;
}
return false;
}
public static String largestPrimeFactor(long num){
String factor = "none";
for(long i = 2; i<= num/2 ; i++){
if(num % i==0 && isPrime(i)){
factor = Long.toString(i);
}
}
return factor;
}
public static void main(String[] args) {
System.out.println(largestPrimeFactor(13195));
}
}
I have done several dozen of the challenges on Project Euler. Some of the questions can be solved with brute force (they recommend not to do this) but others require "out of the box" thinking. You cannot solve that by problem with brute force.
There is lots of help on the web to lead you in the right direction, for example:
http://thetaoishere.blogspot.com.au/2008/05/largest-prime-factor-of-number.html
The number of prime factors a number can have is always less than sqrt of that number so that there is no need to iterate through the number n to find its largest prime factor.
See this code.
public class LargestPrimeFactor {
public static void main(String[] args) {
Scanner sc=new Scanner(System.in);
long num=sc.nextLong();
if(num>0 && num<=2)
{
System.out.println("largest prime is:-" + num);
System.exit(0);
}
int i=((Double)Math.sqrt(num)).intValue();
int j=3;
int x=0;
//used for looping through the j value which can also be a prime. for e.g in case of 100 we might get 9 as a divisor. we need to make sure divisor is also a prime number.
int z=0;
//same function as j but for divisor
int y=3;
int max=2;
//divisor is divisible
boolean flag=false;
//we found prime factors
boolean found=false;
while(x<=i)
{
y=3;
flag=false;
if(num % j ==0)
{
if(j>max)
{
for(z=0;z<Math.sqrt(j);z++)
{
if(j!=y && j % y==0)
{
flag=true;
}
y+=2;
}
if(!flag)
{
found=true;
max=j;
}
}
}
j+=2;
x++;
}
if(found){
System.out.println("The maximum prime is :- " + max);
}
else
{
System.out.println("The maximum prime is :- " + num);
}
}
}
change
for(long i = 2; i <= limit; i++)
to
// add the one for rounding errors in the sqrt function
new_limit = sqrt(limit) + 1;
// all even numbers are not prime
for(long i = 3; i <= new_limit; i+=2)
{
...
}
Factoring 1,000,000 for example instead of iterating 1,000,000 times
the thing only needs to do around 500 iterations.

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