What algorithms does D3.js use for the force-directed graph?

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情歌与酒
情歌与酒 2021-02-05 20:54

I would be interested to know exactly what algorithms D3 uses to achieve the force-directed graph feature in the library. Having read Kobourov\'s summary of the history of force

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  • 2021-02-05 20:59

    In the original d3 paper, Mike Bostock & al. wrote that Dwyer's implementation is used for the force graph layout :

    The force layout combines physical simulation and iterative constraint relaxation [7] for stable graph layout.

    [7] T. Dwyer. Scalable, versatile and simple constrained graph layout. In EuroVis, 2009.

    For more information, Dwyer's paper describes in details the whole algorithm.

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  • 2021-02-05 21:16

    An overview of the Force-Layout algorithms can be found at https://github.com/mbostock/d3/wiki/Force-Layout

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  • 2021-02-05 21:22

    Well, this isn't an answer to your specific question, but on his demo page for force-directed layout, he says, "Layout algorithm inspired by Tim Dwyer and Thomas Jakobsen."

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