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Graph Drawing and Layout
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Planar Layout
A planar layout algorithm arranges nodes and edges of a graph so that no edges intersect each other. This technique is important for embedding planar graphs on a plane and is critical in circuit design and geographic information systems.
Tree Drawing
Tree drawing algorithms focus on clearly displaying hierarchical structures without edge intersections. Trees can be drawn using various styles such as radial, hierarchical, or orthogonal, depending on the context of use such as file structures or organizational charts.
Circle Drawing
Circle drawing places nodes on the circumference of a circle. This method is ideal for small graphs or for emphasizing circular structures, such as cycles in the graph.
Layered (Sugiyama) Framework
The Sugiyama framework is a hierarchical approach for drawing directed acyclic graphs. It emphasizes the flow of the graph by organizing nodes into layers, minimizing crossings, and trying to keep edge lengths uniform. It's primarily used for flowcharts, PERT charts, and other process diagrams.
Force-Directed Layout
Force-directed algorithms simulate physical forces to position nodes in a way that edge lengths are minimized and node overlaps are reduced. These layouts are typically used to visualize general network structures such as social networks or protein interaction networks.
Spectral Layout
Spectral layout relies on the eigenvectors of the graph's Laplacian matrix to position nodes in a way that preserves local neighborhoods. It's particularly useful for highlighting clusters in networks and analyzing the graph's overall structure.
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