Question
you are asked to assemble a proof by induction from the parts given. you pick one from each letter. answer should be like this: (e.g.,
you are asked to assemble a proof by induction from the parts given. you pick one from each letter.
answer should be like this: (e.g., A5 B2 C3 D4 E1 F2 G3 H5 I3).
Question 2
Using the definition of full binary tree, assemble a proof by induction that for all full binary trees, T,
nodes( T ) 2 height( T ) + 1 .
where nodes( T ) and height( T ) are the number of nodes in T and the height of T, respectively. Here we define the height of a tree with a single node to be 0.
defintion that was given: We define a full binary tree to be a rooted tree such that every node in the tree either has two children or has no children. (I.e., a node in a full binary tree is not allowed to have exactly one child.) We call nodes with two children internal nodes and nodes without any children leaves.
A1: Induction Hypothesis P(h): for every full binary tree T with height h, nodes( T ) 2 height( T ) + 1 .
A2: Induction Hypothesis P(n): for every full binary tree T with n internal nodes, nodes( T ) 2 height( T ) + 1 .
A3: Induction Hypothesis P(n): for every full binary tree T with n nodes, nodes( T ) 2 height( T ) + 1 .
B1: Base case P(0): A full binary tree with height 0 has exactly 1 node. Since 1 2 0 + 1, the induction hypothesis holds for P(0).
B2: Base case P(1): A full binary tree with height 1 has exactly 3 nodes. Since 3 2 1 + 1, the induction hypothesis holds for P(1).
B3: Base case P(1): A full binary tree with a single node has height 0. Since 1 2 0 + 1, the induction hypothesis holds for P(0).
C1: Suppose that we have a full binary tree T with height h.
C2: Suppose that we have a full binary tree T with height h+1.
C3: Suppose that we have a full binary tree with n nodes.
C4: Suppose that we have a full binary tree with n+1 nodes.
D1: We construct a new full binary tree T ' by taking two copies of T and adding a new root node x. The first copy of T becomes the left subtree of x. The second copy of T becomes the right subtree of x. The T ' constructed this way is also a full binary tree.
D2: Consider the root of T. If we remove the root from T, we have two subtrees TL and TR. Both TL and TR. are also full binary trees.
D3: Let T be full binary tree with n nodes, where n 1. The tree T must have at least one leaf node x. We construct a new tree T ' by adding two children to x. The T ' constructed this way is also a full binary tree.
D4: Let T be a full binary tree with n+2 nodes. The tree T must have at least one leaf node x. Since T is a full binary tree, the parent of x must have another child y. We construct a new tree T ' by removing x and y from T. The new tree T ' must still be a full binary tree.
E1: By construction, T' must have height h.
E2: By construction, T' must have height h - 1.
E3: By construction, T' must have height h + 1.
E4: By construction, T' must have height at least h.
E5: By construction, T' must have height at least h - 1.
E6: By construction, T' must have height at least h + 1.
E7: By construction one of TL or TR must have height h and the other one has at least one node. Let T ' be the subtree that has height h.
E8: By construction one of TL or TR must have height h 1 and the other tree has at least one node. Let T ' be the subtree that has height h 1.
E9: By construction one of TL or TR must have height h + 1 and the other tree has at least one node. Let T ' be the subtree that has height h + 1.
E10: By construction both TL and TR must have height h.
E11: By construction both TL and TR must have height h-1.
E12: By construction both TL and TR must have height h+1.
F1: Then, by the induction hypothesis, nodes( T ' ) 2 h + 1.
F2: Then, by the induction hypothesis, nodes( T ' ) 2 (h 1) + 1 = 2 h 1.
F3: Then, by the induction hypothesis, nodes( T ' ) 2 (h + 1) + 1 = 2 h + 3.
F4: Then, by the induction hypothesis, nodes( TL ) 2 h + 1 and nodes( TR ) 2 h + 1.
F5: Then, by the induction hypothesis, nodes( TL ) 2 (h 1) + 1 = 2 h 1 and nodes( TR ) 2 (h 1) + 1 = 2 h 1.
F6: Then, by the induction hypothesis, nodes( TL ) 2 (h + 1) + 1 = 2 h + 3 and nodes( TR ) 2 (h + 1) + 1 = 2 h + 3.
G1: Finally, since nodes( T ) = nodes( T ' ) + 1,
G2: Finally, since nodes( T ) nodes( T ' ) + 1,
G3: Finally, since nodes( T ) = nodes( T ' ) - 1,
G4: Finally, since nodes( T ) nodes( T ' ) - 1,
G5: Finally, since nodes( T ) = nodes( T ' ) + 2,
G6: Finally, since nodes( T ) nodes( T ' ) + 2,
G7: Finally, since nodes( T ) = nodes( T ' ) - 2,
G8: Finally, since nodes( T ) nodes( T ' ) - 2,
G9: Finally, since nodes( T ) = nodes( TL ) + nodes( TR ) + 1,
G10: Finally, since nodes( T ) nodes( TL ) + nodes( TR ) + 1,
G11: Finally, since nodes( T ) = nodes( TL ) + nodes( TR ) + 2,
G12: Finally, since nodes( T ) nodes( TL ) + nodes( TR ) + 2,
G13: Finally, since nodes( T ) = nodes( TL ) + nodes( TR ),
G14: Finally, since nodes( T ) nodes( TL ) + nodes( TR ),
H1: by applying some algebra, we get nodes( T ) 2 height( T ) + 1.
H2: by applying some algebra, we get nodes( T ' ) 2 height( T ' ) + 1.
H3: by applying some algebra, we get nodes( T ) 2 height( T ' ) + 1.
H4: by applying some algebra, we get nodes( T ' ) 2 height( T ) + 1.
I1: Therefore, the induction hypothesis holds for all full binary trees with height h and we have completed the proof by induction.
I2: Therefore, the induction hypothesis holds for all full binary trees with height h+1 and we have completed the proof by induction.
I3: Therefore, the induction hypothesis holds for all full binary trees with height h-1 and we have completed the proof by induction.
I4: Therefore, the induction hypothesis holds for all full binary trees with n internal nodes and we have completed the proof by induction.
I5: Therefore, the induction hypothesis holds for all full binary trees with n+1 internal nodes and we have completed the proof by induction.
I6: Therefore, the induction hypothesis holds for all full binary trees with n nodes and we have completed the proof by induction.
I7: Therefore, the induction hypothesis holds for all full binary trees with n+1 nodes and we have completed the proof by induction.
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