I have two questions:
1) What is the fastest algorithm to put this list in a "connecting" order?
2) Is this an existing problem/algorithm, and what name does it have?
The nodes are always connected in a circular fashion, so my starting ID does not matter.
Given this list:
id node1 node2
A 4 9
B 6 1
C 1 3
D 3 10
E 7 2
F 4 2
G 9 8
H 10 5
I 7 5
J 6 8
node1 & node2 are not in a specific order so id A can be 4 - 9 as well as 9 - 4.
The output should be this (it doesn't matter if it starts with A, as long as the output is a chain).
node ids: 4 - 9 - 8 - 6 - 1 - 3 - 10 - 5 - 7 - 2 - 4
ids: A G J B C D H I E F
(I am writing my code in C#. But pseudo code in any language will do)
You can do it the following way:
static IEnumerable<Edge<T>> OrderEdges<T>(this IEnumerable<Edge<T>> edges)
where T : IEquatable<T>
{
Debug.Assert(edges.Any());
var map = new Dictionary<T, Edge<T>>();
foreach (var e in edges)
{
if (map.ContainsKey(e.Node1))
{
Debug.Assert(!map.ContainsKey(e.Node2));
map.Add(e.Node2, e);
}
else
{
map.Add(e.Node1, e);
}
}
var current = edges.First();
var orderedEdges = new HashSet<Edge<T>>();
while (true)
{
orderedEdges.Add(current);
yield return current;
if (orderedEdges.Count == map.Count)
break;
var next = map[current.Node2];
current = orderedEdges.Contains(next) ? map[current.Node1] : next;
}
}
Where the Edge<T>
class is simply:
class Edge<T> where T: IEquatable<T>
{
public T Node1 { get; }
public T Node2 { get; }
public string Name { get; }
public Edge(string name, T node1, T node2)
{
Name = name;
Node1 = node1;
Node2 = node2;
}
public override string ToString() => Name;
}
If we run this little guy:
var edges = new List<Edge<int>>() {
new Edge<int>("A", 4, 9), new Edge<int>("B", 6, 1),
new Edge<int>("C", 1, 3), new Edge<int>("D", 3, 10),
new Edge<int>("E", 7, 2), new Edge<int>("F", 4, 2),
new Edge<int>("G", 9, 8), new Edge<int>("H", 10, 5),
new Edge<int>("I", 7, 5), new Edge<int>("J", 6, 8) };
Console.WriteLine(string.Join(" -> ", edges.OrderEdges()));
We get the expected result:
A -> G -> J -> B -> C -> D -> H -> I -> E -> F
Do note that this solution presupposes that the input data is well formed.