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Lesson 8 of 12

Halving and square-root work

Recognize logarithmic progress and build a prime test with a safe inclusive boundary.

Remove a fraction, not a fixed amount

Repeated integer halving of 20 follows 20 → 10 → 5 → 2 → 1: four divisions. For positive n, the count until the value is at most one is floor(log₂ n). Repeated subtraction of two instead needs about n/2 steps and is linear.

Doubling from one visits powers of two: 1, 2, 4, 8, 16 for n = 20. This makes floor(log₂ n) + 1 visits. Starting at zero never progresses, and an unbounded multiplication can overflow. A wide counter plus a stated upper bound makes the demonstration safe.

C++23
// Complete C++23 program. Input: 1 <= n <= 10^18.
#include <iostream>
int halvingSteps(long long value) {
    int steps = 0;
    while (value > 1) {
        value /= 2;
        ++steps;
    }
    return steps;
}
int main() {
    long long n = 0;
    std::cin >> n;
    std::cout << halvingSteps(n) << '\n';
}

A fresh halving loop repeated n times

If an outer loop performs n iterations and starts a fresh halving process at n each time, it makes n floor(log₂ n) inner visits. The conventional bound is O(n log n), with O(n(1 + log n)) covering the small boundary cleanly.

Do not infer n log n just because one loop doubles. If the inner costs vary with that doubling value, add their actual lengths as in the growing-chunks lesson.

A composite number has a small factor

If x = ab and both positive factors exceeded √x, their product would exceed x. Therefore a composite x has a factor at or below √x. Reject values below two, then test candidate divisors through that boundary.

Use divisor <= value / divisor with positive divisor to avoid forming a possibly overflowing divisor * divisor. Equality matters: 49 must test 7. Return true only after all candidates fail; returning true inside the loop after checking 2 would incorrectly accept 9.

Growth explorer

Idealized operation counts show growth. Actual runtime also depends on the implementation and machine.

O(1)1
O(log n)7
O(n)100
O(n log n)665
O(n²)10,000

Bar lengths use a logarithmic scale. Logarithms use base 2.

Guided simulation · Change the inputs to test your understanding.

Pause & predict

Why must the prime-test condition include equality at the square-root boundary?

Choose an answer
Try it yourself

Turn the idea into code

Write isPrime(int value) for −10⁹ ≤ value ≤ 10⁹. Return a bool and let main print YES or NO. Include tests −7, 0, 1, 2, 9, 49, and 97.

Give me a hint

Reject values below two. Return false on a divisor; place the final true after the loop.

Show the explained solution

Every composite positive value has a tested divisor at or below its square root. A divisor is sufficient evidence to reject; no divisor in the required range proves primality for values at least two.

C++23
// Complete C++23 program. Input: -10^9 <= value <= 10^9.
#include <iostream>
bool isPrime(int value) {
    if (value < 2) return false;
    for (int divisor = 2; divisor <= value / divisor; ++divisor) {
        if (value % divisor == 0) return false;
    }
    return true;
}
int main() {
    int value = 0;
    std::cin >> value;
    std::cout << (isPrime(value) ? "YES\n" : "NO\n");
}

Your notes

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From a problem to a programIdentify the input, output, and constraints, then translate a small plan into C++.Variables, types, and remembered valuesChoose a representation, initialize it, and understand what assignment really changes.Arithmetic without surprisesPredict division and remainder, widen before multiplication, and format decimal answers.Conditions and logical decisionsBuild exclusive categories, combine comparisons, and protect operations with short-circuit logic.Optional: other ways to chooseRecognize switch for exact choices and the conditional operator for choosing a value.For loops: make repetition preciseTrace initialization, condition, body, and update—and avoid an extra iteration.While, do-while, and stopping rulesChoose a loop from its stopping condition and read the exact input format.Break, continue, and early answersDistinguish leaving a loop from skipping one iteration, without losing required input.Five patterns worth understandingUse sums, counts, best-so-far candidates, products, and flags to process a stream.Nested loops: rows and columnsTranslate a shape into two loop roles and count the total work.Take a number apart, one digit at a timeUse remainder and division to process decimal digits, including zero.Multiple cases and a debugging mindsetCombine the patterns, isolate each case, and test the boundaries that can break your idea.Arrays: give every value a placeUnderstand indices, initialization, capacity, active length, and the first safe array loop.Scan, count, search, and compareDistinguish values from positions and preserve the exact tie rule a problem asks for.Change a sequence without losing itUpdate, copy, compare, reverse, and inspect neighbours using the correct bounds.Matrices: think in two coordinatesTraverse tables, total rows and columns, inspect diagonals, and protect grid neighbours.Characters become stringsSeparate characters from numbers, then safely inspect and edit managed text.Read the text the problem actually givesChoose words or full lines, preserve empty cases, and reset only the state that needs it.Scan text: count, filter, transformBuild a result from matching characters without losing leading zeros or skipping shifted text.Join, compare, and find textLearn content comparison, lexicographical order, substring counts, and the not-found sentinel.