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id	title	challengeType	forumTopicId
5e4ce2f5ac708cc68c1df261	Linear congruential generator	5	385266

Description

The linear congruential generator is a very simple example of a random number generator. All linear congruential generators use this formula: $$r_{n + 1} = a \times r_n + c \pmod m$$ Where:

$ r_0 $ is a seed.
$r_1$, $r_2$, $r_3$, ..., are the random numbers.
$a$, $c$, $m$ are constants.

If one chooses the values of $a$, $c$ and $m$ with care, then the generator produces a uniform distribution of integers from $0$ to $m - 1$. LCG numbers have poor quality. $r_n$ and $r_{n + 1}$ are not independent, as true random numbers would be. Anyone who knows $r_n$ can predict $r_{n + 1}$, therefore LCG is not cryptographically secure. The LCG is still good enough for simple tasks like Miller-Rabin primality test, or FreeCell deals. Among the benefits of the LCG, one can easily reproduce a sequence of numbers, from the same $r_0$. One can also reproduce such sequence with a different programming language, because the formula is so simple.

Instructions

Write a function that takes $r_0,a,c,m,n$ as parameters and returns $r_n$.

Tests

tests:
  - text: <code>linearCongGenerator</code> should be a function.
    testString: assert(typeof linearCongGenerator == 'function');
  - text: <code>linearCongGenerator(324, 1145, 177, 2148, 3)</code> should return a number.
    testString: assert(typeof linearCongGenerator(324, 1145, 177, 2148, 3) == 'number');
  - text: <code>linearCongGenerator(324, 1145, 177, 2148, 3)</code> should return <code>855</code>.
    testString: assert.equal(linearCongGenerator(324, 1145, 177, 2148, 3), 855);
  - text: <code>linearCongGenerator(234, 11245, 145, 83648, 4)</code> should return <code>1110</code>.
    testString: assert.equal(linearCongGenerator(234, 11245, 145, 83648, 4), 1110);
  - text: <code>linearCongGenerator(85, 11, 1234, 214748, 5)</code> should return <code>62217</code>.
    testString: assert.equal(linearCongGenerator(85, 11, 1234, 214748, 5), 62217);
  - text: <code>linearCongGenerator(0, 1103515245, 12345, 2147483648, 1)</code> should return <code>12345</code>.
    testString: assert.equal(linearCongGenerator(0, 1103515245, 12345, 2147483648, 1), 12345);
  - text: <code>linearCongGenerator(0, 1103515245, 12345, 2147483648, 2)</code> should return <code>1406932606</code>.
    testString: assert.equal(linearCongGenerator(0, 1103515245, 12345, 2147483648, 2), 1406932606);

Challenge Seed

function linearCongGenerator(r0, a, c, m, n) {

}

Solution

function linearCongGenerator(r0, a, c, m, n) {
    for (let i = 0; i < n; i++) {
        r0 = (a * r0 + c) % m;
    }
    return r0;
}

3.2 KiB Raw Blame History