mirror of
https://github.com/trekhleb/javascript-algorithms.git
synced 2025-07-08 02:14:56 +08:00
Add integer partition.
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@ -31,6 +31,7 @@
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* [Primality Test](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/primality-test) (trial division method)
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* [Primality Test](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/primality-test) (trial division method)
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* [Euclidean Algorithm](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/euclidean-algorithm) - calculate the Greatest Common Divisor (GCD)
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* [Euclidean Algorithm](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/euclidean-algorithm) - calculate the Greatest Common Divisor (GCD)
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* [Least Common Multiple](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/least-common-multiple) (LCM)
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* [Least Common Multiple](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/least-common-multiple) (LCM)
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* [Integer Partition](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/integer-partition)
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* **Sets**
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* **Sets**
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* [Cartesian Product](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/cartesian-product) - product of multiple sets
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* [Cartesian Product](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/cartesian-product) - product of multiple sets
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* [Power Set](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/power-set) - all subsets of the set
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* [Power Set](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/power-set) - all subsets of the set
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@ -98,9 +99,9 @@
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* [Longest Increasing subsequence](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/longest-increasing-subsequence)
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* [Longest Increasing subsequence](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/longest-increasing-subsequence)
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* [Shortest Common Supersequence](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/shortest-common-supersequence)
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* [Shortest Common Supersequence](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/shortest-common-supersequence)
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* [0/1 Knapsack Problem](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/knapsack-problem)
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* [0/1 Knapsack Problem](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/sets/knapsack-problem)
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* [Integer Partition](https://github.com/trekhleb/javascript-algorithms/tree/master/src/algorithms/math/integer-partition)
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* Maximum subarray
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* Maximum subarray
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* Maximum sum path
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* Maximum sum path
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* Integer Partition
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* **Backtracking**
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* **Backtracking**
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* **Branch & Bound**
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* **Branch & Bound**
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33
src/algorithms/math/integer-partition/README.md
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33
src/algorithms/math/integer-partition/README.md
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# Integer Partition
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In number theory and combinatorics, a partition of a positive
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integer `n`, also called an **integer partition**, is a way of
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writing `n` as a sum of positive integers.
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Two sums that differ only in the order of their summands are
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considered the same partition. For example, `4` can be partitioned
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in five distinct ways:
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```
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4
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3 + 1
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2 + 2
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2 + 1 + 1
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1 + 1 + 1 + 1
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```
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The order-dependent composition `1 + 3` is the same partition
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as `3 + 1`, while the two distinct
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compositions `1 + 2 + 1` and `1 + 1 + 2` represent the same
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partition `2 + 1 + 1`.
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Young diagrams associated to the partitions of the positive
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integers `1` through `8`. They are arranged so that images
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under the reflection about the main diagonal of the square
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are conjugate partitions.
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## References
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- [Wikipedia](https://en.wikipedia.org/wiki/Partition_(number_theory))
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import integerPartition from '../integerPartition';
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describe('integerPartition', () => {
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it('should partition the number', () => {
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expect(integerPartition(1)).toBe(1);
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expect(integerPartition(2)).toBe(2);
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expect(integerPartition(3)).toBe(3);
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expect(integerPartition(4)).toBe(5);
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expect(integerPartition(8)).toBe(22);
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});
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});
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47
src/algorithms/math/integer-partition/integerPartition.js
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47
src/algorithms/math/integer-partition/integerPartition.js
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/**
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* @param {Number} number
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*/
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export default function integerPartition(number) {
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// Create partition matrix for solving this task using Dynamic Programming.
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const partitionMatrix = Array(number + 1).fill(null).map(() => {
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return Array(number + 1).fill(null);
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});
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// Fill partition matrix with initial values.
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// Let's fill the first row that represents how many ways we would have
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// to combine the numbers 1, 2, 3, ..., n with number 0. We would have zero
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// ways obviously since with zero number we may form only zero.
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for (let numberIndex = 1; numberIndex <= number; numberIndex += 1) {
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partitionMatrix[0][numberIndex] = 0;
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}
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// Let's fill the first row. It represents the number of way of how we can form
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// number zero out of numbers 0, 1, 2, ... Obviously there is only one way we could
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// form number 0 and it is with number 0 itself.
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for (let summandIndex = 0; summandIndex <= number; summandIndex += 1) {
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partitionMatrix[summandIndex][0] = 1;
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}
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// Now let's go through other possible options of how we could form number m out of
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// summands 0, 1, ..., m using Dynamic Programming approach.
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for (let summandIndex = 1; summandIndex <= number; summandIndex += 1) {
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for (let numberIndex = 1; numberIndex <= number; numberIndex += 1) {
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if (summandIndex > numberIndex) {
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// If summand number is bigger then current number itself then just it won't add
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// any new ways of forming the number. Thus we may just copy the number from row above.
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partitionMatrix[summandIndex][numberIndex] = partitionMatrix[summandIndex - 1][numberIndex];
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} else {
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// The number of combinations would equal to number of combinations of forming the same
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// number but WITHOUT current summand number plus number of combinations of forming the
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// previous number but WITH current summand.
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const combosWithoutSummand = partitionMatrix[summandIndex - 1][numberIndex];
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const combosWithSummand = partitionMatrix[summandIndex][numberIndex - summandIndex];
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partitionMatrix[summandIndex][numberIndex] = combosWithoutSummand + combosWithSummand;
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}
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}
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}
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return partitionMatrix[number][number];
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}
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