Topological sorting using std::sort

问题

Note: While writing this question, I think I already found the answer. Feel free to ammend or append it with a better version. I thought it might be nice to document my problem. edit I was wrong, my aswer was not correct.

Considering a list of integer pairs: I'd like to topologically sort them based on a partial ordering. This is similar to Is partial-order, in contrast to total-order, enough to build a heap? , but I'd like to use std::sort instead of std::priority_queue.

To do so I wrote this piece of code:

#include <iostream>
#include <vector>
#include <algorithm>


struct pair {
    int a, b;
    pair(int a, int b) : a(a), b(b) {}

    std::ostream &print(std::ostream &out) const {
        return (out << "(" << a << ", " << b << ")");
    }
};

std::ostream &operator<<(std::ostream &out, const pair &p) { return p.print(out); }

struct topological_pair_comparator {
    bool operator()(const pair &p, const pair &q) const { return p.a<q.a && p.b<q.b; }
} tpc;

std::vector<pair> pairs = {
    pair(1,1),
    pair(1,2),
    pair(2,1),
    pair(3,1),
    pair(1,3),
    pair(5,5),
    pair(2,2),
    pair(4,0)
};

int main() {
    std::sort(pairs.begin(), pairs.end(), tpc);
    for(const pair &p : pairs) std::cout << p << " ";
    std::cout << std::endl;
    return 0;
}

Source: http://ideone.com/CxOVO0

Resulting in:

(1, 1) (1, 2) (2, 1) (3, 1) (1, 3) (2, 2) (4, 0) (5, 5)

Which is pretty much topologially sorted (proof by example ;).

However, the partial ordering creates that !((1,2) < (2,1)) and !((1,2) > (2,1)) according to the tpc, and hence one may conclude (1,2) == (2,1). However, paragraph 25.4.3 of the c++ standard (January 2012 working draft) states:

For all algorithms that take Compare, there is a version that uses operator< instead. That is, comp(*i, *j) != false defaults to *i < *j != false. For algorithms other than those described in 25.4.3 to work correctly, comp has to induce a strict weak ordering on the values.

Edited: According to ecatmur 's valid answer: A partial ordering is not necessarily a strict weak ordering; it breaks the transitivity of incomparibility. So I'd like to drop my reasoning that a partial ordering is always a strict weak ordering and the associated questions, and add the question: am I doomed to write my own topological sorting algorithm or use the boost implementation which requires me to build the graph?

Solution: A smart suggestion of ecatmur:

struct topological_pair_comparator {
    bool operator()(const pair &p, const pair &q) const { return (p.a + p.b) < (q.a + q.b); }
} tpc;

Source: http://ideone.com/uoOXNC

Please note, the SO about heaps does not explicitely mention that std::sort sorts topologically; except for one comment, which is not backed up by argumentation.

回答1:

Consider the values

pair
    x{0, 1},
    y{2, 0},
    z{1, 2};

Here,

!tpc(x, y) && !tpc(y, x);
!tpc(y, z) && !tpc(z, y);

However,

tpc(x, z);

Thus your comparator does not impose a strict weak ordering, and behavior is undefined if you use it with std::sort or in any other role where a strict weak ordering is required.

A comparator that is strict weak and is a refinement of your comparator would be:

struct refined_comparator {
    bool operator()(const pair &p, const pair &q) const { return p.a + p.b < q.a + q.b; }
} rc;

来源：https://stackoverflow.com/questions/24286209/topological-sorting-using-stdsort

标签

c++

sorting

c++11

topological-sort