生成所有“唯一”集合的子集(不是电源) [英] Generate all "unique" subsets of a set (not a powerset)

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问题描述

假设我们有一个Set S ,其中包含一些子集:

   -  [a,b,c] 
- [a,b]
- [c]
- [d,e,f]
- [d,f ]
- [e]

我们还说S包含六个独特的元素: a,b,c,d,e f



我们如何找到包含 S 每一个唯一元素的所有可能的子集 S p>

函数/方法的结果应该是这样的:


  1. [[a,b,c],[d,e,f]];

  2. [[a, b,c],[d,f],[e]];

  3. [[a,b],[c] ,[d,e,f]];

  4. [[a,b],[c],[d,f] ,[e]]。

有没有最佳实践或任何标准的方法来实现? / p>

我会感谢一个伪代码,Ruby或Erlang的例子。

解决方案

听起来好像是什么您正在寻找的是一组/阵列的分区



这样做的一种方式是递归的:




  • 一个元素数组[x]只有一个分区

  • 如果x是x = [head] + tail的形式的数组,那么x的分区是通过将每个分区分配给每个分区来生成的。例如,如果我们生成[3,2,1]的分区,那么从[2,1]的分区[[2,1]]中我们可以添加3到[2,1]或作为单独的元素,它给了我们2 [[3,2,1]或[[2,1],[3]]的分区[1,2,3]具有



一个ruby实现看起来有点像

  def partition(x)
如果x.length == 1
[[x]]
else
head,tail = x [0],x [1,x.length-1]
分区(tail).inject([])do | result,tail_partition |
result + partitions_by_adding_element(tail_partition,head)
end
end
end

def partitions_by_adding_element(partition,element)
(0 .. partition.length).collect do | index_to_add_at |
new_partition = partition.dup
new_partition [index_to_add_at] =(new_partition [index_to_add_at] || [])+ [element]
new_partition
end
end


Let's say we have a Set S which contains a few subsets:

- [a,b,c]
- [a,b]
- [c]
- [d,e,f]
- [d,f]
- [e]

Let's also say that S contains six unique elements: a, b, c, d, e and f.

How can we find all possible subsets of S that contain each of the unique elements of S exactly once?

The result of the function/method should be something like that:

  1. [[a,b,c], [d,e,f]];
  2. [[a,b,c], [d,f], [e]];
  3. [[a,b], [c], [d,e,f]];
  4. [[a,b], [c], [d,f], [e]].

Is there any best practice or any standard way to achieve that?

I would be grateful for a Pseudo-code, Ruby or Erlang example.

解决方案

It sounds like what you are looking for are the partitions of a set/array.

One way of doing this is recursively:

  • a 1 element array [x] has exactly one partition
  • if x is an array of the form x = [head] + tail, then the partitions of x are generated by taking each partition of tail and adding head to each possible. For example if we were generating the partitions of [3,2,1] then from the partition [[2,1]] of [2,1] we can either add 3 to to [2,1] or as a separate element, which gives us 2 partitions [[3,2,1] or [[2,1], [3]] of the 5 that [1,2,3] has

A ruby implementation looks a little like

def partitions(x)
  if x.length == 1
   [[x]]
  else
    head, tail = x[0], x[1, x.length-1]
    partitions(tail).inject([]) do |result, tail_partition|
      result + partitions_by_adding_element(tail_partition, head)
    end
  end
end

def partitions_by_adding_element(partition, element)
  (0..partition.length).collect do |index_to_add_at|
    new_partition = partition.dup
    new_partition[index_to_add_at] = (new_partition[index_to_add_at] || []) + [element]
    new_partition
  end
end

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