Von Neumann neighborhood

In cellular automata, the von Neumann neighborhood (or 4-neighborhood) is classically defined on a two-dimensional square lattice and is composed of a central cell and its four adjacent cells.^[1] The neighborhood is named after John von Neumann, who used it to define the von Neumann cellular automaton and the von Neumann universal constructor within it.^[2] It is one of the two most commonly used neighborhood types for two-dimensional cellular automata, the other one being the Moore neighborhood.

This neighbourhood can be used to define the notion of 4-connected pixels in computer graphics.^[3]

The von Neumann neighbourhood of a cell is the cell itself and the cells at a Manhattan distance of 1.

The concept can be extended to higher dimensions, for example forming a 6-cell octahedral neighborhood for a cubic cellular automaton in three dimensions.^[4]

Von Neumann neighborhood of range r

An extension of the simple von Neumann neighborhood described above is to take the set of points at a Manhattan distance of r > 1. This results in a diamond-shaped region (shown for r = 2 in the illustration). These are called von Neumann neighborhoods of range or extent r. The number of cells in a 2-dimensional von Neumann neighborhood of range r can be expressed as ${\displaystyle r^{2}+(r+1)^{2}}$. The number of cells in a d-dimensional von Neumann neighborhood of range r is the Delannoy number D(d,r).^[4] The number of cells on a surface of a d-dimensional von Neumann neighborhood of range r is the Zaitsev number (sequence A266213 in the OEIS).

See also

• Moore neighborhood
• Neighbourhood (graph theory)
• Taxicab geometry
• Lattice graph
• Pixel connectivity
• Chain code

References

External links

• Weisstein, Eric W. "von Neumann Neighborhood". MathWorld.
• Tyler, Tim, The von Neumann neighborhood at cell-auto.com

This page was last edited on 26 August 2020, at 10:47