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What is a constraint graph?

  • A.A plot of the number of consistent assignments against depth
  • B.The graph of values in each variable's domain
  • C.Variables as nodes with edges joining constrained pairs
  • D.The graph of the search tree explored during backtracking

Answer: C

Drawing a node for each variable and an edge for each binary constraint exposes the structure of the problem, and that structure determines which algorithms will be efficient. A tree shaped graph is solvable in linear time, and a nearly tree shaped one is nearly as easy. Search trees, statistics and domain contents are different objects. Making the structure of a problem visible so that it can be exploited is the practical reason for drawing the graph at all.

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