How exactly does wheel factorization work and what is it used for?











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I would like to learn how to use wheel factorization but am having trouble understanding it. I tried reading the wikipedia article but found it confusing (even the talk page says it's a mess). What exactly is it and how is it used? To my understanding it eliminates some (but not all) composite numbers in a list up to a certain number. So in this sense it's a technique that can be used to speed up existing factorization algorithms? It seems to almost be the same as the sieve of Eratosthenes except it starts with a small list of known prime numbers?



If someone could please give the general procedure and a simple example that would be much appreciated.










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    up vote
    1
    down vote

    favorite












    I would like to learn how to use wheel factorization but am having trouble understanding it. I tried reading the wikipedia article but found it confusing (even the talk page says it's a mess). What exactly is it and how is it used? To my understanding it eliminates some (but not all) composite numbers in a list up to a certain number. So in this sense it's a technique that can be used to speed up existing factorization algorithms? It seems to almost be the same as the sieve of Eratosthenes except it starts with a small list of known prime numbers?



    If someone could please give the general procedure and a simple example that would be much appreciated.










    share|cite|improve this question
























      up vote
      1
      down vote

      favorite









      up vote
      1
      down vote

      favorite











      I would like to learn how to use wheel factorization but am having trouble understanding it. I tried reading the wikipedia article but found it confusing (even the talk page says it's a mess). What exactly is it and how is it used? To my understanding it eliminates some (but not all) composite numbers in a list up to a certain number. So in this sense it's a technique that can be used to speed up existing factorization algorithms? It seems to almost be the same as the sieve of Eratosthenes except it starts with a small list of known prime numbers?



      If someone could please give the general procedure and a simple example that would be much appreciated.










      share|cite|improve this question













      I would like to learn how to use wheel factorization but am having trouble understanding it. I tried reading the wikipedia article but found it confusing (even the talk page says it's a mess). What exactly is it and how is it used? To my understanding it eliminates some (but not all) composite numbers in a list up to a certain number. So in this sense it's a technique that can be used to speed up existing factorization algorithms? It seems to almost be the same as the sieve of Eratosthenes except it starts with a small list of known prime numbers?



      If someone could please give the general procedure and a simple example that would be much appreciated.







      algorithms prime-factorization sieve-theory






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      share|cite|improve this question











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      asked Nov 26 at 7:07









      northerner

      1203




      1203






















          2 Answers
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          up vote
          2
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          Since trial division is mostly useless for factoring large numbers, and using a prime number sieve for factoring is just a minor refinement of trial division, you shouldn't think of it as a factorization algorithm. Instead, this is a prime-generating algorithm: the goal is to generate the list of primes in the set $[n] := {1, 2, 3, dots, n}$ as quickly as possible.



          We are trying to improve on the sieve of Eratosthenes in efficiency, which does $Theta(n cdot log log n)$ arithmetical operations on elements of $[n]$.



          Wheel factorization does this by using the fact that for the first few primes, the sieve we're constructing is periodic, and there's no point in extending the periodic pattern all the way to $n$. Instead, we only generate the list of numbers not divisible by the first $k$ primes $p_1, p_2, dots, p_k$ only up to their product $p_1 p_2 dotsm p_k$. That is, we:




          • Begin by generating the list of numbers in ${1,2,3,4,5,6}$ not divisible by $2$ or $3$: it is ${1,5}$.

          • Extend this to the list of numbers in ${1,2,3,dots,30}$ not divisible by $2$, $3$, or $5$: it is ${1,7,11,13,17,19,23,29}$.

          • Extend this to the list of numbers in ${1,2,3,dots, 210}$ not divisible by $2$, $3$, $5$, or $7$, and so on.


          For each extension step, if the set we've generated is $S$ and the next prime we're adding is $p$, then the next set consists of $p$ translated copies of $S$, with $p cdot S$ removed. For example, if $S = {1,5}$ and $p=5$, then we repeat $S$ $5$ times (to get ${1,5} cup {7,11} cup {13,17} cup {19, 23} cup {25, 29}$) and remove $5cdot S = {5,25}$. By the way, $p$ is also easy to find: it is the element of $S$ after $1$.



          Once $p_1 p_2 dotsm p_k > n$, we no longer take repeated copies of $S$, and just remove $p cdot S$ from $S$ to extend. We stop, as with the sieve of Eratosthenes, when $p_k > sqrt n$. At this point, $S$ contains all the primes larger than $p_k$; the primes smaller than $p_k$ are the ones we used along the way, which we keep track of separately.



          According to this paper, this only requires $Theta(frac{n}{log log n})$ arithmetical operations on elements of $[n]$, if implemented carefully.






          share|cite|improve this answer























          • I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
            – northerner
            Nov 27 at 9:11










          • "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
            – northerner
            Nov 27 at 9:18










          • See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
            – Misha Lavrov
            Nov 27 at 14:37










          • I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
            – northerner
            Dec 9 at 1:23










          • I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
            – Misha Lavrov
            Dec 9 at 1:46


















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          There are many useful context about "Wheel factorization" in Web. Consider for example:




          1. https://primes.utm.edu/glossary/page.php?sort=WheelFactorization


          2. https://www.revolvy.com/page/Wheel-factorization







          share|cite|improve this answer























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            2 Answers
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            up vote
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            Since trial division is mostly useless for factoring large numbers, and using a prime number sieve for factoring is just a minor refinement of trial division, you shouldn't think of it as a factorization algorithm. Instead, this is a prime-generating algorithm: the goal is to generate the list of primes in the set $[n] := {1, 2, 3, dots, n}$ as quickly as possible.



            We are trying to improve on the sieve of Eratosthenes in efficiency, which does $Theta(n cdot log log n)$ arithmetical operations on elements of $[n]$.



            Wheel factorization does this by using the fact that for the first few primes, the sieve we're constructing is periodic, and there's no point in extending the periodic pattern all the way to $n$. Instead, we only generate the list of numbers not divisible by the first $k$ primes $p_1, p_2, dots, p_k$ only up to their product $p_1 p_2 dotsm p_k$. That is, we:




            • Begin by generating the list of numbers in ${1,2,3,4,5,6}$ not divisible by $2$ or $3$: it is ${1,5}$.

            • Extend this to the list of numbers in ${1,2,3,dots,30}$ not divisible by $2$, $3$, or $5$: it is ${1,7,11,13,17,19,23,29}$.

            • Extend this to the list of numbers in ${1,2,3,dots, 210}$ not divisible by $2$, $3$, $5$, or $7$, and so on.


            For each extension step, if the set we've generated is $S$ and the next prime we're adding is $p$, then the next set consists of $p$ translated copies of $S$, with $p cdot S$ removed. For example, if $S = {1,5}$ and $p=5$, then we repeat $S$ $5$ times (to get ${1,5} cup {7,11} cup {13,17} cup {19, 23} cup {25, 29}$) and remove $5cdot S = {5,25}$. By the way, $p$ is also easy to find: it is the element of $S$ after $1$.



            Once $p_1 p_2 dotsm p_k > n$, we no longer take repeated copies of $S$, and just remove $p cdot S$ from $S$ to extend. We stop, as with the sieve of Eratosthenes, when $p_k > sqrt n$. At this point, $S$ contains all the primes larger than $p_k$; the primes smaller than $p_k$ are the ones we used along the way, which we keep track of separately.



            According to this paper, this only requires $Theta(frac{n}{log log n})$ arithmetical operations on elements of $[n]$, if implemented carefully.






            share|cite|improve this answer























            • I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
              – northerner
              Nov 27 at 9:11










            • "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
              – northerner
              Nov 27 at 9:18










            • See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
              – Misha Lavrov
              Nov 27 at 14:37










            • I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
              – northerner
              Dec 9 at 1:23










            • I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
              – Misha Lavrov
              Dec 9 at 1:46















            up vote
            2
            down vote













            Since trial division is mostly useless for factoring large numbers, and using a prime number sieve for factoring is just a minor refinement of trial division, you shouldn't think of it as a factorization algorithm. Instead, this is a prime-generating algorithm: the goal is to generate the list of primes in the set $[n] := {1, 2, 3, dots, n}$ as quickly as possible.



            We are trying to improve on the sieve of Eratosthenes in efficiency, which does $Theta(n cdot log log n)$ arithmetical operations on elements of $[n]$.



            Wheel factorization does this by using the fact that for the first few primes, the sieve we're constructing is periodic, and there's no point in extending the periodic pattern all the way to $n$. Instead, we only generate the list of numbers not divisible by the first $k$ primes $p_1, p_2, dots, p_k$ only up to their product $p_1 p_2 dotsm p_k$. That is, we:




            • Begin by generating the list of numbers in ${1,2,3,4,5,6}$ not divisible by $2$ or $3$: it is ${1,5}$.

            • Extend this to the list of numbers in ${1,2,3,dots,30}$ not divisible by $2$, $3$, or $5$: it is ${1,7,11,13,17,19,23,29}$.

            • Extend this to the list of numbers in ${1,2,3,dots, 210}$ not divisible by $2$, $3$, $5$, or $7$, and so on.


            For each extension step, if the set we've generated is $S$ and the next prime we're adding is $p$, then the next set consists of $p$ translated copies of $S$, with $p cdot S$ removed. For example, if $S = {1,5}$ and $p=5$, then we repeat $S$ $5$ times (to get ${1,5} cup {7,11} cup {13,17} cup {19, 23} cup {25, 29}$) and remove $5cdot S = {5,25}$. By the way, $p$ is also easy to find: it is the element of $S$ after $1$.



            Once $p_1 p_2 dotsm p_k > n$, we no longer take repeated copies of $S$, and just remove $p cdot S$ from $S$ to extend. We stop, as with the sieve of Eratosthenes, when $p_k > sqrt n$. At this point, $S$ contains all the primes larger than $p_k$; the primes smaller than $p_k$ are the ones we used along the way, which we keep track of separately.



            According to this paper, this only requires $Theta(frac{n}{log log n})$ arithmetical operations on elements of $[n]$, if implemented carefully.






            share|cite|improve this answer























            • I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
              – northerner
              Nov 27 at 9:11










            • "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
              – northerner
              Nov 27 at 9:18










            • See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
              – Misha Lavrov
              Nov 27 at 14:37










            • I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
              – northerner
              Dec 9 at 1:23










            • I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
              – Misha Lavrov
              Dec 9 at 1:46













            up vote
            2
            down vote










            up vote
            2
            down vote









            Since trial division is mostly useless for factoring large numbers, and using a prime number sieve for factoring is just a minor refinement of trial division, you shouldn't think of it as a factorization algorithm. Instead, this is a prime-generating algorithm: the goal is to generate the list of primes in the set $[n] := {1, 2, 3, dots, n}$ as quickly as possible.



            We are trying to improve on the sieve of Eratosthenes in efficiency, which does $Theta(n cdot log log n)$ arithmetical operations on elements of $[n]$.



            Wheel factorization does this by using the fact that for the first few primes, the sieve we're constructing is periodic, and there's no point in extending the periodic pattern all the way to $n$. Instead, we only generate the list of numbers not divisible by the first $k$ primes $p_1, p_2, dots, p_k$ only up to their product $p_1 p_2 dotsm p_k$. That is, we:




            • Begin by generating the list of numbers in ${1,2,3,4,5,6}$ not divisible by $2$ or $3$: it is ${1,5}$.

            • Extend this to the list of numbers in ${1,2,3,dots,30}$ not divisible by $2$, $3$, or $5$: it is ${1,7,11,13,17,19,23,29}$.

            • Extend this to the list of numbers in ${1,2,3,dots, 210}$ not divisible by $2$, $3$, $5$, or $7$, and so on.


            For each extension step, if the set we've generated is $S$ and the next prime we're adding is $p$, then the next set consists of $p$ translated copies of $S$, with $p cdot S$ removed. For example, if $S = {1,5}$ and $p=5$, then we repeat $S$ $5$ times (to get ${1,5} cup {7,11} cup {13,17} cup {19, 23} cup {25, 29}$) and remove $5cdot S = {5,25}$. By the way, $p$ is also easy to find: it is the element of $S$ after $1$.



            Once $p_1 p_2 dotsm p_k > n$, we no longer take repeated copies of $S$, and just remove $p cdot S$ from $S$ to extend. We stop, as with the sieve of Eratosthenes, when $p_k > sqrt n$. At this point, $S$ contains all the primes larger than $p_k$; the primes smaller than $p_k$ are the ones we used along the way, which we keep track of separately.



            According to this paper, this only requires $Theta(frac{n}{log log n})$ arithmetical operations on elements of $[n]$, if implemented carefully.






            share|cite|improve this answer














            Since trial division is mostly useless for factoring large numbers, and using a prime number sieve for factoring is just a minor refinement of trial division, you shouldn't think of it as a factorization algorithm. Instead, this is a prime-generating algorithm: the goal is to generate the list of primes in the set $[n] := {1, 2, 3, dots, n}$ as quickly as possible.



            We are trying to improve on the sieve of Eratosthenes in efficiency, which does $Theta(n cdot log log n)$ arithmetical operations on elements of $[n]$.



            Wheel factorization does this by using the fact that for the first few primes, the sieve we're constructing is periodic, and there's no point in extending the periodic pattern all the way to $n$. Instead, we only generate the list of numbers not divisible by the first $k$ primes $p_1, p_2, dots, p_k$ only up to their product $p_1 p_2 dotsm p_k$. That is, we:




            • Begin by generating the list of numbers in ${1,2,3,4,5,6}$ not divisible by $2$ or $3$: it is ${1,5}$.

            • Extend this to the list of numbers in ${1,2,3,dots,30}$ not divisible by $2$, $3$, or $5$: it is ${1,7,11,13,17,19,23,29}$.

            • Extend this to the list of numbers in ${1,2,3,dots, 210}$ not divisible by $2$, $3$, $5$, or $7$, and so on.


            For each extension step, if the set we've generated is $S$ and the next prime we're adding is $p$, then the next set consists of $p$ translated copies of $S$, with $p cdot S$ removed. For example, if $S = {1,5}$ and $p=5$, then we repeat $S$ $5$ times (to get ${1,5} cup {7,11} cup {13,17} cup {19, 23} cup {25, 29}$) and remove $5cdot S = {5,25}$. By the way, $p$ is also easy to find: it is the element of $S$ after $1$.



            Once $p_1 p_2 dotsm p_k > n$, we no longer take repeated copies of $S$, and just remove $p cdot S$ from $S$ to extend. We stop, as with the sieve of Eratosthenes, when $p_k > sqrt n$. At this point, $S$ contains all the primes larger than $p_k$; the primes smaller than $p_k$ are the ones we used along the way, which we keep track of separately.



            According to this paper, this only requires $Theta(frac{n}{log log n})$ arithmetical operations on elements of $[n]$, if implemented carefully.







            share|cite|improve this answer














            share|cite|improve this answer



            share|cite|improve this answer








            edited Nov 26 at 8:11

























            answered Nov 26 at 8:03









            Misha Lavrov

            42.9k555101




            42.9k555101












            • I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
              – northerner
              Nov 27 at 9:11










            • "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
              – northerner
              Nov 27 at 9:18










            • See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
              – Misha Lavrov
              Nov 27 at 14:37










            • I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
              – northerner
              Dec 9 at 1:23










            • I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
              – Misha Lavrov
              Dec 9 at 1:46


















            • I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
              – northerner
              Nov 27 at 9:11










            • "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
              – northerner
              Nov 27 at 9:18










            • See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
              – Misha Lavrov
              Nov 27 at 14:37










            • I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
              – northerner
              Dec 9 at 1:23










            • I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
              – Misha Lavrov
              Dec 9 at 1:46
















            I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
            – northerner
            Nov 27 at 9:11




            I guess my question is much more specific. What I don't get is how does one efficiently come up with the list given a base? From examples I've seen, given primes {2,3,5} they some how know the next possible prime can be calculated by adding from {4, 2, 4, 2, 4, 6, 2} periodically. Where do these numbers come from and how can it be extended for different bases?
            – northerner
            Nov 27 at 9:11












            "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
            – northerner
            Nov 27 at 9:18




            "Extend this to the list of numbers in {1,2,3,…,30} not divisible by 2, 3, or 5: it is {1,7,11,13,17,19,23,29}." how? I mean if you're just using trial division then what's the difference of wheel factorization?
            – northerner
            Nov 27 at 9:18












            See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
            – Misha Lavrov
            Nov 27 at 14:37




            See the very next paragraph. We are not using trial division: we are adding $2cdot3$ to $S$ $5$ times, and then removing $5 cdot S$.
            – Misha Lavrov
            Nov 27 at 14:37












            I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
            – northerner
            Dec 9 at 1:23




            I know you said the goal of wheel factorization is to generate a list of prime numbers, but can/do people use it to factorize a number by generating a list up to the square root and then using trial division? Or using it to make a sieve?
            – northerner
            Dec 9 at 1:23












            I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
            – Misha Lavrov
            Dec 9 at 1:46




            I'm not sure what you mean by a sieve if it's not a list of prime numbers. Factoring by wheel factorization plus trial division is plausible, but I expect that at the point where naive trial division is not practical, you should be switching to fancier factorization algorithms that don't use trial division at all.
            – Misha Lavrov
            Dec 9 at 1:46










            up vote
            0
            down vote













            There are many useful context about "Wheel factorization" in Web. Consider for example:




            1. https://primes.utm.edu/glossary/page.php?sort=WheelFactorization


            2. https://www.revolvy.com/page/Wheel-factorization







            share|cite|improve this answer



























              up vote
              0
              down vote













              There are many useful context about "Wheel factorization" in Web. Consider for example:




              1. https://primes.utm.edu/glossary/page.php?sort=WheelFactorization


              2. https://www.revolvy.com/page/Wheel-factorization







              share|cite|improve this answer

























                up vote
                0
                down vote










                up vote
                0
                down vote









                There are many useful context about "Wheel factorization" in Web. Consider for example:




                1. https://primes.utm.edu/glossary/page.php?sort=WheelFactorization


                2. https://www.revolvy.com/page/Wheel-factorization







                share|cite|improve this answer














                There are many useful context about "Wheel factorization" in Web. Consider for example:




                1. https://primes.utm.edu/glossary/page.php?sort=WheelFactorization


                2. https://www.revolvy.com/page/Wheel-factorization








                share|cite|improve this answer














                share|cite|improve this answer



                share|cite|improve this answer








                edited Nov 26 at 8:21

























                answered Nov 26 at 8:16









                Mahmood Dadkhah

                113




                113






























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