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Algebraic connectivity information


An example graph, with 6 vertices, diameter 3, connectivity 1, and algebraic connectivity 0.722

The algebraic connectivity (also known as Fiedler value or Fiedler eigenvalue after Miroslav Fiedler) of a graph G is the second-smallest eigenvalue (counting multiple eigenvalues separately) of the Laplacian matrix of G.[1] This eigenvalue is greater than 0 if and only if G is a connected graph. This is a corollary to the fact that the number of times 0 appears as an eigenvalue in the Laplacian is the number of connected components in the graph. The magnitude of this value reflects how well connected the overall graph is. It has been used in analyzing the robustness and synchronizability of networks.

  1. ^ Weisstein, Eric W. "Algebraic Connectivity." From MathWorld--A Wolfram Web Resource.

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Algebraic connectivity

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the algebraic connectivity is bounded above by the traditional (vertex) connectivity of the graph, algebraic connectivityconnectivity {\displaystyle...

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Miroslav Fiedler

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for his contributions to linear algebra, graph theory and algebraic graph theory. His article, "Algebraic Connectivity of Graphs", published in the Czechoslovak...

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universal algebra, an algebraic structure is called an algebra; this term may be ambiguous, since, in other contexts, an algebra is an algebraic structure...

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Homotopical connectivity

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In algebraic topology, homotopical connectivity is a property describing a topological space based on the dimension of its holes. In general, low homotopical...

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Graph property

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the shortest cycle Vertex connectivity, the smallest number of vertices whose removal disconnects the graph Edge connectivity, the smallest number of edges...

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Algebra

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empirical sciences. Algebra is the branch of mathematics that studies algebraic operations and algebraic structures. An algebraic structure is a non-empty...

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Pixel connectivity

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center hypervoxel, which is not included in the connectivity. Subtracting 1 yields the neighborhood connectivity, G G = V − 1 {\displaystyle G=V-1} Consider...

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Strongly connected component

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are themselves strongly connected. It is possible to test the strong connectivity of a graph, or to find its strongly connected components, in linear time...

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Vertex separator

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C1 and to some vertex in C2. The minimal (a,b)-separators also form an algebraic structure: For two fixed vertices a and b of a given graph G, an (a,b)-separator...

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Biconnected graph

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topics on Graph connectivity Connectivity Algebraic connectivity Cycle rank Rank (graph theory) SPQR tree St-connectivity K-connectivity certificate Pixel...

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Boolean algebra

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connection between his algebra and logic was later put on firm ground in the setting of algebraic logic, which also studies the algebraic systems of many other...

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Phase synchronization

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synchronized" with a remote transmitter uses a phase-locked loop. Algebraic connectivity Coherence (physics) Kuramoto model Synchronization (alternating...

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Homological connectivity

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In algebraic topology, homological connectivity is a property describing a topological space based on its homology groups. X is homologically-connected...

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Connective spectrum

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In algebraic topology, a branch of mathematics, a connective spectrum is a spectrum whose homotopy sets π k {\displaystyle \pi _{k}} of negative degrees...

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List of Boolean algebra topics

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Boolean algebra De Morgan algebra First-order logic Heyting algebra Lindenbaum–Tarski algebra Skew Boolean algebra Algebraic normal form Boolean conjunctive...

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Expander graph

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however, and thus the output sets A and B must be an ε-halving. Algebraic connectivity Zig-zag product Superstrong approximation Spectral graph theory...

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done in algebraic semantics. The algebraic semantics of intuitionistic logic is given in terms of Heyting algebras, compared to Boolean algebra semantics...

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Spectral clustering

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IBM Technical Disclosure Bulletin. Fiedler, Miroslav (1973). "Algebraic connectivity of graphs". Czechoslovak Mathematical Journal. 23 (2): 298–305....

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Spectral graph theory

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encountered in many real-life applications. Strongly regular graph Algebraic connectivity Algebraic graph theory Spectral clustering Spectral shape analysis Estrada...

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Functional completeness

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functionally complete Boolean algebra. Algebra of sets – Identities and relationships involving sets Boolean algebra – Algebraic manipulation of "true" and...

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Degree

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extension Degree of an algebraic number field, its degree as a field extension of the rational numbers Degree of an algebraic variety Degree (graph theory)...

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Fan Chung

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area. Fan Chung's study in the spectral graph theory brings this “algebraic connectivity” of graphs into a new and higher level. Chung's work in random graph...

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Laplacian matrix

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gap. The second smallest eigenvalue of L (could be zero) is the algebraic connectivity (or Fiedler value) of G and approximates the sparsest cut of a graph...

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