patternMinor
Find a simple path visiting all marked vertices
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pathsimpleallvisitingmarkedfindvertices
Problem
Let $G = (V, E)$ be a connected graph and let $M\subseteq V$. We say that a vertex $v$ is marked if $v\in M$. The problem is to find a simple path in $G$ that visits the maximum possible number of marked vertices. The associated decision problem is: is there a simple path that visits every $v\in M$?
The problem is obviously more general than the problem of finding a Hamiltonian path in an arbitrary graph, so it is NP-hard.
I see no obvious strategy; one can't simply disregard the unmarked vertices, since they (and their incident edges) may be part of the optimal path. Indeed, omitting them may disconnect the graph completely.
My questions:
The problem is obviously more general than the problem of finding a Hamiltonian path in an arbitrary graph, so it is NP-hard.
I see no obvious strategy; one can't simply disregard the unmarked vertices, since they (and their incident edges) may be part of the optimal path. Indeed, omitting them may disconnect the graph completely.
My questions:
- Does this problem have a well-known name?
- Are there any good approximation algorithms, heuristics, or simple reductions to problems I might know more about?
- Where can I find this problem discussed in the literature?
Solution
This problem is close to Steiner tree problem, just by two restriction:
There is a recent work1 on similar topic, the only difference with your problem statement is they are looking for shortest path which contains all required vertices. They name it Steiner Path problem.
1:
Shanti Swaroop Moharana, Ankit Joshi, and Swapnil Vijay. Steiner path
for trees. International Journal of Computer Applications, August
- Instead of tree we have path.
- Is not necessary to have shortest path which contains required node.
There is a recent work1 on similar topic, the only difference with your problem statement is they are looking for shortest path which contains all required vertices. They name it Steiner Path problem.
1:
Shanti Swaroop Moharana, Ankit Joshi, and Swapnil Vijay. Steiner path
for trees. International Journal of Computer Applications, August
- Published by Foundation of Computer Science, New York, USA. (doi)
Context
StackExchange Computer Science Q#14390, answer score: 3
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