Split a list into two sublists in all possible way

问题:

I have a list of variable size, for example

[1, 2, 3, 4]

and I want to get every possible way to split this list into two:

([], [1, 2, 3, 4])
([1], [2, 3, 4])
([2], [1, 3, 4])
([3], [1, 2, 4])
([4], [1, 2, 3])
([1, 2], [3, 4])
([1, 3], [2, 4])
([1, 4], [2, 3])
([2, 3], [1, 4])
([2, 4], [1, 3])
([3, 4], [1, 2])
([1, 2, 3], [4])
([1, 2, 4], [3])
([1, 3, 4], [2])
([2, 3, 4], [1])
([1, 2, 3, 4], [])

I'm pretty sure this is not an unknown problem and there is probably an algorithm for this, however I could not find one. Also, this should not use any external libraries but work with simple language features (loops, conditions, methods/functions, variables, ...) found in most languages.

I've written a hackish solution in Python:

def get_all(objects):
    for i in range(1, len(objects)):
        for a in combinations(objects, i):
            for b in combinations([obj for obj in objects if obj not in up], len(objects) - i):
                yield State(up, down)
    if objects:
        yield State([], objects)
        yield State(objects, [])

However, it uses library features and is not very nice looking in general.

回答1:

l = [1, 2, 3, 4]
flags = [False] * len(l)
while True:
    a = [l[i] for i, flag in enumerate(flags) if flag]
    b = [l[i] for i, flag in enumerate(flags) if not flag]
    print a, b
    for i in xrange(len(l)):
        flags[i] = not flags[i]
        if flags[i]:
            break
    else:
        break

Result:

[] [1, 2, 3, 4]
[1] [2, 3, 4]
[2] [1, 3, 4]
[1, 2] [3, 4]
[3] [1, 2, 4]
[1, 3] [2, 4]
[2, 3] [1, 4]
[1, 2, 3] [4]
[4] [1, 2, 3]
[1, 4] [2, 3]
[2, 4] [1, 3]
[1, 2, 4] [3]
[3, 4] [1, 2]
[1, 3, 4] [2]
[2, 3, 4] [1]
[1, 2, 3, 4] []

It can easily be adapted to java:

public static void main(String[] args) {
    int[] l = new int[] { 1, 2, 3, 4 };
    boolean[] flags = new boolean[l.length];
    for (int i = 0; i != l.length;) {
        ArrayList<Integer> a = new ArrayList<>(), b = new ArrayList<>();
        for (int j = 0; j < l.length; j++)
            if (flags[j]) a.add(l[j]); else b.add(l[j]);
        System.out.println("" + a + ", " + b);
        for (i = 0; i < l.length && !(flags[i] = !flags[i]); i++);
    }
}

回答2:

A more low-level solution using bitwise arithmetic to count subsets that should be easy to translate to Java:

def sublists(xs):
    l = len(xs)
    for i in range(1 << l):
        incl, excl = [], []
        for j in range(l):
            if i & (1 << j):
                incl.append(xs[j])
            else:
                excl.append(xs[j])
        yield (incl, excl)

回答3:

Though in Python, it's quite easy to get the result with its extensive library, in Java, you can write a recursive solution. The following will print all possible combinations of your array:

public static void main(String[] args) {
    List<Integer> num = Arrays.asList(1, 2, 3, 4);
    List<List<Integer>> sublists = new ArrayList<List<Integer>>();
    for (int i = 0; i <= num.size(); i++) {
      permutation(num, sublists, i, new ArrayList<Integer>(), 0);
    }

    for (List<Integer> subList : sublists) {
        List<Integer> numCopy = new ArrayList<Integer>(num);
        numCopy.removeAll(subList);
        System.out.println("(" + subList + ", " + numCopy + ")");
    }
}

public static void permutation(List<Integer> nums, List<List<Integer>> subLists, int sublistSize, List<Integer> currentSubList,
      int startIndex) {
    if (sublistSize == 0) {
      subLists.add(currentSubList);
    } else {
      sublistSize--;
      for (int i = startIndex; i < nums.size(); i++) {
        List<Integer> newSubList = new ArrayList<Integer>(currentSubList);
        newSubList.add(nums.get(i));
        permutation(nums, subLists, sublistSize, newSubList, i + 1);
      }
    }
}

The sublists carries all the combinations found till now. The last parameter is the startIndex for the next element of current sublist. That is to avoid duplicates.

回答4:

Going over all the different sizes of combinations and "subtracting" them from the original list seems intuitive approach IMO:

from itertools import combinations

s = [1, 2, 3, 4]
for combs in (combinations(s, r) for r in range(len(s)+1))  :
    for comb in combs:
        diff = list(set(s[:]) - set(comb))
        print diff, list(comb)

OUTPUT

[1, 2, 3, 4] []
[2, 3, 4] [1]
[1, 3, 4] [2]
[1, 2, 4] [3]
[1, 2, 3] [4]
[3, 4] [1, 2]
[2, 4] [1, 3]
[2, 3] [1, 4]
[1, 4] [2, 3]
[1, 3] [2, 4]
[1, 2] [3, 4]
[4] [1, 2, 3]
[3] [1, 2, 4]
[2] [1, 3, 4]
[1] [2, 3, 4]
[] [1, 2, 3, 4]

The same approach can be applied with Java (only that it's more verbose...):

private static List<Integer> initial;

public static void main(String[] args) throws IOException {
    initial = Arrays.asList(1, 2, 3);
    combinations(initial);
}

static void combinations(List<Integer> src) {
    combinations(new LinkedList<>(), src);
}

private static void combinations(LinkedList<Integer> prefix, List<Integer> src) {        
    if (src.size() > 0) {
        prefix = new LinkedList<>(prefix); //create a copy to not modify the orig
        src = new LinkedList<>(src); //copy
        Integer curr = src.remove(0);
        print(prefix, curr); // <-- this is the only thing that shouldn't appear in a "normal" combinations method, and which makes it print the list-pairs
        combinations(prefix, src); // recurse without curr
        prefix.add(curr);
        combinations(prefix, src); // recurse with curr
    }
}

// print the prefix+curr, as one list, and initial-(prefix+curr) as a second list
private static void print(LinkedList<Integer> prefix, Integer curr) {
    prefix = new LinkedList<>(prefix); //copy
    prefix.add(curr);
    System.out.println(Arrays.toString(prefix.toArray()) +
                    " " + Arrays.toString(subtract(initial, prefix).toArray()));
}

private static List<Integer> subtract(List<Integer> initial, LinkedList<Integer> prefix) {
    initial = new LinkedList<>(initial); //copy
    initial.removeAll(prefix);
    return initial;
}

OUTPUT

[1] [2, 3]
[2] [1, 3]
[3] [1, 2]
[2, 3] [1]
[1, 2] [3]
[1, 3] [2]
[1, 2, 3] []