Given a set {1,2,3,4,5...n}
of n elements, we need to find all subsets of length k .
For example, if n = 4 and k = 2, the output
would be
This is an implemation in F#:
// allSubsets: int -> int -> Set<Set<int>>
let rec allSubsets n k =
match n, k with
| _, 0 -> Set.empty.Add(Set.empty)
| 0, _ -> Set.empty
| n, k -> Set.union (Set.map (fun s -> Set.add n s) (allSubsets (n-1) (k-1)))
(allSubsets (n-1) k)
You can try it in the F# REPL:
> allSubsets 3 2;;
val it : Set<Set<int>> = set [set [1; 2]; set [1; 3]; set [2; 3]]
> allSubsets 4 2;;
val it : Set<Set<int>> = set [set [1; 2]; set [1; 3]; set [1; 4]; set [2; 3]; set [2; 4]; set [3; 4]]
This Java class implements the same algorithm:
import java.util.HashSet;
import java.util.Set;
public class AllSubsets {
public static Set<Set<Integer>> allSubsets(int setSize, int subsetSize) {
if (subsetSize == 0) {
HashSet<Set<Integer>> result = new HashSet<>();
result.add(new HashSet<>());
return result;
}
if (setSize == 0) {
return new HashSet<>();
}
Set<Set<Integer>> sets1 = allSubsets((setSize - 1), (subsetSize - 1));
for (Set<Integer> set : sets1) {
set.add(setSize);
}
Set<Set<Integer>> sets2 = allSubsets((setSize - 1), subsetSize);
sets1.addAll(sets2);
return sets1;
}
}
If you do not like F# or Java then visit this website. It lists solutions to your particular problem in various programming languages:
http://rosettacode.org/wiki/Combinations
JavaScript implementation:
var subsetArray = (function() {
return {
getResult: getResult
}
function getResult(array, n) {
function isBigEnough(value) {
return value.length === n;
}
var ps = [
[]
];
for (var i = 0; i < array.length; i++) {
for (var j = 0, len = ps.length; j < len; j++) {
ps.push(ps[j].concat(array[i]));
}
}
return ps.filter(isBigEnough);
}
})();
var arr = [1, 2, 3, 4,5,6,7,8,9];
console.log(subsetArray.getResult(arr,2));
Here is a Java version of what I think Simple is talking about, using a binary representation of all sets in the power set. It's similar to how Abhiroop Sarkar did it, but I think a boolean array makes more sense than a string when you are just representing binary values.
private ArrayList<ArrayList<Object>> getSubsets(int m, Object[] objects){
// m = size of subset, objects = superset of objects
ArrayList<ArrayList<Object>> subsets = new ArrayList<>();
ArrayList<Integer> pot = new ArrayList<>();
int n = objects.length;
int p = 1;
if(m==0)
return subsets;
for(int i=0; i<=n; i++){
pot.add(p);
p*=2;
}
for(int i=1; i<p; i++){
boolean[] binArray = new boolean[n];
Arrays.fill(binArray, false);
int y = i;
int sum = 0;
for(int j = n-1; j>=0; j--){
int currentPot = pot.get(j);
if(y >= currentPot){
binArray[j] = true;
y -= currentPot;
sum++;
}
if(y<=0)
break;
}
if(sum==m){
ArrayList<Object> subsubset = new ArrayList<>();
for(int j=0; j < n; j++){
if(binArray[j]){
subsubset.add(objects[j]);
}
}
subsets.add(subsubset);
}
}
return subsets;
}
Use a bit vector representation of the set, and use an algorithm similar to what std::next_permutation does on 0000.1111 (n-k zeroes, k ones). Each permutation corresponds to a subset of size k.
This is python. Sorry for the spanish ;)
from pprint import pprint
conjunto = [1,2,3,4, 5,6,7,8,9,10]
k = 3
lista = []
iteraciones = [0]
def subconjuntos(l, k):
if k == len(l):
if not l in lista:
lista.append(l)
return
for i in l:
aux = l[:]
aux.remove(i)
result = subconjuntos(aux, k)
iteraciones[0] += 1
if not result in lista and result:
lista.append( result)
subconjuntos(conjunto, k)
print (lista)
print ('cant iteraciones: ' + str(iteraciones[0]))
Please check my solution:-
private static void printPermutations(List<Integer> list, int subSetSize) {
List<Integer> prefixList = new ArrayList<Integer>();
printPermutations(prefixList, list, subSetSize);
}
private static void printPermutations(List<Integer> prefixList, List<Integer> list, int subSetSize) {
if (prefixList.size() == subSetSize) {
System.out.println(prefixList);
} else {
for (int i = 0; i < list.size(); i++) {
Integer removed = list.remove(i);
prefixList.add(removed);
printPermutations(prefixList, list, subSetSize);
prefixList.remove(removed);
list.add(i, removed);
}
}
}
This is similar to String permutations:-
private static void printPermutations(String str) {
printAllPermutations("", str);
}
private static void printAllPermutations(String prefix, String restOfTheString) {
int len = restOfTheString.length();
System.out.println(prefix);
for (int i = 0; i < len; i++) {
printAllPermutations(prefix + restOfTheString.charAt(i), restOfTheString.substring(0, i) + restOfTheString.substring(i + 1, len));
}
}