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Explore the concept of vertex replacement rules for graphs, studying convergence and exponential growth. Investigate the relationship between the growth function and dimensionality. Understand conditions for exponential growth and polynomial growth in graphs.
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An Example of a Vertex Replacement Rule that gives Convergence as well as Exponential Growth Casey Fye Advisor: Dr. Michelle Previte Penn State Erie, The Behrend College April 2009
Graphs • Definition (roughly): A graph consists of two things • Points (vertices) • line segments (called edges) • the endpoints are in the set of vertices • We will consider only graphs whose edges have the same length vertex edge
Vertex Replacement Rules • A vertex replacement rule Ris a finite set of finite graphs called replacement graphs, satisfying two conditions. • Each replacement graph has a designated set of vertices called boundary vertices H1 H2
A Replacement Rule Acts on G v1 v1 H1 w1 w2 w1 w2 v3 v2 w3 G v2 v3 w3 H2 R(G)
Symmetric Condition • A vertex replacement rule R is a finite set of finite graphs called replacement graphs • Each Hi must be symmetric with respect to its boundary vertices
Distinct Number of Boundary Vertices Condition • A vertex replacement rule R is a finite set of finite graphs called replacement graphs • Each Hi must be symmetric with respect to its boundary vertices • Each replacement graph Hi has a distinct number of boundary vertices H1 H2 G
Sequence of Replacement Graphs G R(G) R2(G) R3(G)
Two Possible Options for Studying {Rn(G)} • Allow Rn(G) to grow as n→∞ and designate a marked point, pn for center of reference in Rn(G) • {(G, p0), (R(G), p1), (R2(G), p2), (R3(G), p3), …}
Nonreplaceable Marked Point (G, p0) (R(G), p1) (R2(G), p2) (R3(G), p3)
Another Example of a Sequence of Marked Graphs (R(G), p1) (G, p0) (R2(G), p2 ) (R3(G), p3 )
Two Possible Options for Studying {Rn(G)} 2. Scale each graph in the sequence to the same size as the initial graph • {(G,1), (R(G),1), (R2(G),1), (R3(G),1), …} Limit of (Rn(G), 1) (G, 1) (R(G), 1) (R2(G), 1)
What is the Relationship? • Limit M of (Rn(G), pn) What is its growth? • Limit S of (Rn(G), 1) What is its dimension? What is the relationship between growth of M and dimension of S?
Growth of the Limit of (Rn(G), pn) • The growth function of a locally finite graph G with respect to a vertex p єV(G) is given by f(G, p, m) = |{y єV(G): d(p,y) ≤ m, 0 ≤ m}|
Binary Tree . . . . . . . . . . . . . . . . . Growth Function: f(G, p, 0)= 20 f(G, p, 1)= 20+20+21 f(G, p, 2)= 20+20+21+21+22 f(G, p, m)= 2m+1+∑2i =2m(3)-2 . . . . . p . . . . . . m-1 . . . . i=1 . . . . . . . .
Exponential Growth of the Limit of (Rn(G), pn) • The growth function of a locally finite graph G with respect to a vertex p єV(G) is given by f(G, p, m) = |{y єV(G): d(p,y) ≤ m, 0 ≤ m}| • We say G has exponential growth if f(G, p, m)≥cam for some constants c>0 and a>1 • We say G has polynomial growth if f(G, p, m) is bounded above by a polynomial
Theorem for Exponential Growth(J. Previte and M. Previte) • Let (G, p0) be an initial marked graph with at least one replaceable vertex, and let R={H} be a replacement rule such that H has a replaceable vertex but the boundary vertices of H are not replaceable. Suppose that there exist two replaceable vertices v1 and v2 in H and nonreplaceable path in H between v1 and v2 that contains exactly one boundary vertex. Then each graph in the set of limit graphs R∞(G, p∞) of (G, p0) has exponential growth. v1 v2
What is the Relationship? • Limit M of (Rn(G), pn) What is its growth? • Limit S of (Rn(G), 1) What is its dimension? What is the relationship between growth of M and dimension of S?
Theorem for Convergence(J. Previte) • Let H define a vertex replacement rule R and let G be a finite graph with at least one replaceable vertex. Then the normalized sequence {(Rn(G), 1)} converges in the Gromov-Hausdorff metric if and only if one of the following hold: • H contains exactly one replaceable vertex • |∂H|> 1 and every path in H connecting two different boundary vertices contains at least two replaceable vertices Convergence Convergence Divergence H H
What is the Relationship? • Limit M of (Rn(G), pn) What is its growth? • Limit S of (Rn(G), 1) What is its dimension? • Conjecture: M has polynomial growth with degree equal to the dimension of S What is the relationship between growth of M and dimension of S?
Conjecture • M has polynomial growth with degree equal to the dimension of S Yes and No No. My example: R
Exponential Growth • Let (G, p0) be an initial marked graph with at least one replaceable vertex, and let R={H} be a replacement rule such that H has a replaceable vertex but the boundary vertices of H are not replaceable. Suppose that there exist two replaceable vertices v1 and v2 in H and nonreplaceable path in H between v1 and v2 that contains exactly one boundary vertex. Then each graph in the set of limit graphs R∞(G, p∞) of (G, p0) has exponential growth. v1 v2
Conjecture • M has polynomial growth with degree equal to the dimension of S Yes Dr.’s Joe and Michelle Previte proved growth of M= dimension of S
Important Application of My Example • Definition of Box Dimension≈ Definition of Hausdorff Dimension dimbox(S)=2 dimhaus(S)=∞
The Sequence Rn(G) R R(G) R2(G) R3(G)