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and 6.855J Depth First Search

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1 15.082 and 6.855J Depth First Search
Get ahold of a network, and use the same network to illustrate the shortest path problem for communication newtorks, the max flow problem, the minimum cost flow problem, and the multicommodity flow problem. This will be a very efficient way of introducing the four problems. (Perhaps under 10 minutes of class time.)

2 Initialize 1 2 4 5 3 6 9 7 8 1 2 4 5 3 6 9 7 8 1 1 pred(1) = 0 next := 1 order(next) = 1 LIST:= {1} Unmark all nodes in N; Mark node s LIST 1 next 1

3 Select a node i in LIST 1 2 4 5 3 6 9 7 8 1 1 1 In depth first search, i is the last node in LIST LIST 1 next 1

4 If node i is incident to an admissible arc…
2 4 2 2 8 1 1 1 1 5 7 Next := Next + 1 order(j) := next add j to LIST Mark Node j pred(j) := i Select an admissible arc (i,j) 9 3 6 LIST 1 2 2 1 next

5 Select the last node on LIST
2 4 2 2 2 8 1 1 1 1 1 5 7 9 3 6 Node 2 gets selected LIST 1 2 2 1 next

6 If node i is incident to an admissible arc…
2 4 4 2 2 2 3 8 1 1 1 1 1 5 7 Select an admissible arc (i,j) Next := Next + 1 order(j) := next add j to LIST Mark Node j pred(j) := i 9 3 6 LIST 1 2 4 3 2 1 next

7 Select 2 4 4 4 2 2 2 2 3 8 1 1 1 1 1 5 7 Select the last node on LIST
9 3 6 LIST 1 2 4 2 3 1 next

8 If node i is incident to an admissible arc…
2 4 4 4 2 2 2 2 3 8 8 4 1 1 1 1 1 5 7 Mark Node j pred(j) := i Select an admissible arc (i,j) Next := Next + 1 order(j) := next add j to LIST 9 3 6 LIST 1 2 4 8 3 4 2 1 next

9 Select 2 4 4 4 2 2 2 2 3 8 8 8 4 1 1 1 1 1 5 7 Select the last node on LIST 9 3 6 LIST 1 2 4 8 3 2 1 4 next

10 If node i is not incident to an admissible arc…
2 4 4 4 2 2 2 2 3 8 8 8 8 4 1 1 1 1 1 5 7 Delete node i from LIST 9 3 6 LIST 1 2 4 8 1 3 2 4 next

11 Select 2 4 4 4 4 2 2 2 2 3 8 8 8 8 4 1 1 1 1 1 5 7 Select the last node on LIST 9 3 6 LIST 1 2 4 8 1 4 2 3 next

12 If node i is incident to an admissible arc…
2 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 7 Mark Node j pred(j) := i Next := Next + 1 order(j) := next add j to LIST Select an admissible arc (i,j) 9 3 6 LIST 1 2 4 5 8 1 5 2 4 3 next

13 Select 2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 5 7 Select the last node on LIST 9 3 6 LIST 1 2 4 8 5 1 2 5 3 4 next

14 If node i is incident to an admissible arc…
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 5 7 Select an admissible arc (i,j) Next := Next + 1 order(j) := next add j to LIST Mark Node j pred(j) := i 9 3 6 6 6 LIST 1 2 4 8 5 6 6 3 4 2 5 1 next

15 Select the last node on LIST
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 5 5 7 Select node 6 9 3 6 6 6 6 LIST 1 2 4 8 5 6 3 4 6 5 1 2 next

16 If node i is incident to an admissible arc…
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 5 5 7 Mark Node j pred(j) := i Select an admissible arc (i,j) Next := Next + 1 order(j) := next add j to LIST 9 9 3 6 6 6 7 6 LIST 1 2 4 5 8 6 9 1 7 2 4 5 3 6 next

17 Select the last node on LIST
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 1 1 1 1 5 5 5 5 7 Select node 9 9 9 9 3 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 1 2 4 6 5 3 next

18 If node i is incident to an admissible arc…
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 7 7 Select an admissible arc (i,j) Next := Next + 1 order(j) := next add j to LIST Mark Node j pred(j) := i 9 9 9 3 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 8 4 3 1 6 2 5 7 next

19 Select the last node on LIST
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 7 7 7 Select node 7 9 9 9 9 3 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 4 8 1 6 2 3 5 7 next

20 If node i is not incident to an admissible arc…
2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 7 7 7 7 Delete node 7 from LIST 9 9 9 9 3 6 6 6 6 7 6 LIST 1 2 4 8 5 6 9 7 1 2 8 4 6 3 7 5 next

21 Select node 9 2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 7 7 7 7 Delete node 9 from LIST But node 9 is not incident to an admissible arc. 9 9 9 9 9 9 3 6 6 6 6 7 6 LIST 1 2 4 8 5 6 9 7 8 4 2 1 7 3 5 6 next

22 Select node 6 2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 7 7 7 7 But node 6 is not incident to an admissible arc. Delete node 6 from LIST 9 9 9 9 9 9 3 6 6 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 4 3 2 6 7 8 1 5 next

23 Select node 5 2 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 5 5 7 7 7 7 But node 5 is not incident to an admissible arc. Delete node 5 from LIST 9 9 9 9 9 9 3 6 6 6 6 6 6 7 6 LIST 1 2 4 8 5 6 9 7 3 2 1 4 5 6 8 7 next

24 Select node 4 2 4 4 4 4 4 4 4 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 5 5 7 7 7 7 Delete node 4 from LIST But node 4 is not incident to an admissible arc. 9 9 9 9 9 9 3 6 6 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 7 1 2 5 8 4 6 3 next

25 Select node 2 2 4 4 4 4 4 4 4 2 2 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 5 5 5 5 5 5 7 7 7 7 But node 2 is not incident to an admissible arc. Delete node 2 from LIST 9 9 9 9 9 9 3 6 6 6 6 6 6 7 6 LIST 1 2 4 5 8 6 9 7 6 3 1 4 5 7 2 8 next

26 Select node 1 2 4 4 4 4 4 4 4 2 2 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 1 5 5 5 5 5 5 7 7 7 7 Next := Next + 1 order(j) := next add j to LIST Mark Node j pred(j) := i Select an admissible arc (i,j) 9 9 9 9 9 9 3 3 6 6 6 6 6 6 7 9 6 LIST 1 3 2 4 8 5 6 9 7 2 6 9 7 3 8 5 1 4 next

27 Select node 3 2 4 4 4 4 4 4 4 2 2 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 1 1 5 5 5 5 5 5 7 7 7 7 Delete node 3 from LIST But node 3 is not incident to an admissible arc. 9 9 9 9 9 9 3 3 3 3 6 6 6 6 6 6 7 9 6 LIST 1 3 2 4 5 8 6 9 7 9 8 5 3 4 2 1 7 6 next

28 Select node 1 2 4 4 4 4 4 4 4 2 2 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 1 1 1 1 5 5 5 5 5 5 7 7 7 7 Delete node 1 from LIST But node 1 is not incident to an admissible arc. 9 9 9 9 9 9 3 3 3 3 6 6 6 6 6 6 7 9 6 LIST 1 2 3 4 8 5 6 9 7 9 5 2 1 3 4 7 6 8 next

29 LIST is empty 2 4 4 4 4 4 4 4 2 2 2 2 2 2 3 8 8 8 8 4 5 1 8 1 1 1 1 1 1 1 1 5 5 5 5 5 5 7 7 7 7 The algorithm ends! 9 9 9 9 9 9 3 3 3 3 6 6 6 6 6 6 7 9 6 LIST 1 2 3 4 5 8 6 9 7 9 4 5 3 6 2 1 7 8 next

30 The depth first search tree
1 3 2 9 8 7 5 4 6 Note that each induced subtree has consecutively labeled nodes


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