środa, 13 kwietnia 2011

Traversing DAGs

If DAG has got one component, then the simplest traversing
method is depth-first-search, which could be easily implemented
recursively (using implicit stack).

struct DAGNode {
        // user data
        bool    visited;        // after construction = 0
}

void DFS_aux(DAGNode* node, const bool val) {
        if (node->visited != val) {
                // visit node

                node->visited = val;
                for (n in node.connected)
                        DFS_aux(n, val)
        }
}

void DFS(DAGNode node) {
        static val = true;
        DFS_aux(node, val);
        val = not val;
}

On every call of DFS() variable val is switched, and visited member is marked alternately with true or false.

There is just one problem — what if traversing method stop execution before visiting all nodes? Of course in such situation we have to visit DAG twice: on first pass reset (possibly many times) visited member to false, and then visit once each node.

But usually bool have at least 8 bits, so numbers could be used instead of boolean values 0 or 1. On each call of DFS() a reference number is incremented, thanks that even if previous call stopped in the middle procedure will work
correctly.

The only moment when visited markers have to be cleared is wrapping a reference numbers to zero. This happen every 256 calls if 8-bit values used; for wider counters (16, 32 bits)
max value is greater.

void DFS(DAGNode node) {
        static unsigned int val = 1;
        if (val == 0) {
                // set visited member of all nodes to 0
                val += 1;
        }
        DFS_aux(node, val);
        val += 1;
}

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