I came to know Sieve of Atkin is the fastest algorithm to calculate prime numbers till the given integer. I am able to understand the sieve of Eratosthenes from wikipedia page but i am not able to understand this algorithm from wiki. In wiki the algorithm used two whole numbers x and y how to select those.
From the Psuedo Code
for (x, y) in [1, √limit] × [1, √limit]:
considering limit as the number till which i need the prime numbers.does it mean in each iteration i need to pick a combination of x and y from [1,√limit] ?
Yes, it means you take every possible combination.
$A\times B$ is typically used to denote the cartesian product of two sets.
$$A\times B = \{(a,b) | a \in A, b \in B\}$$
The order in which you enumerate $A\times B$ in this case, does not matter.
So you can actually consider it as two loops, one nested in the other: