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Add integer partition.
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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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