Dec 17, 2018 · The Wavefunction Collapse Algorithm teaches your computer how to riff. The algorithm takes in an archetypical input, and produces procedurally-generated outputs that look like it. It is most commonly used to create images, but is also capable of building towns, skateparks, and terrible poetry.

WaveFunctionCollapse is a texture synthesis algorithm. Compared to the earlier texture synthesis algorithms, WFC guarantees that the output contains only those NxN patterns that are present in the input. This makes WFC perfect for level generation in games and pixel art, and less suited for large full-color textures.

Oct 17, 2022 · What is a wave function and why does it collapse? Wave function collapse is a algorithm that can procedurally generate images, text, audio and almost anything that follows a pattern of a simple set of initial parameters and a set of rules.

In various interpretations of quantum mechanics, wave function collapse, also called reduction of the state vector, [1] occurs when a wave function—initially in a superposition of several eigenstates—reduces to a single eigenstate due to interaction with the external world.

Feb 8, 2020 · WFC is easy to set up – you give the algorithm a sample map, and it generates more maps that look like the original map, by re-using small snippets from it. It comes in two forms – adjacent, and overlapped.

Apr 13, 2020 · So, what is the Wave Function Collapse algorithm (WFC)? Well, it’s an algorithm developed by Maxim Gumin based on work by Paul Merrell for generating tile based images based off simple configuration or sample images.

Model synthesis (also wave function collapse or 'wfc') is a family of constraint-solving algorithms commonly used in procedural generation, especially in the video game industry. Some video games known to have utilized variants of the algorithm include …

May 28, 2024 · The Wave Function Collapse algorithm is a constraint-solving algorithm that generates patterns by propagating constraints and reducing possibilities, similar to how quantum wave functions collapse into definite states.

Feb 21, 2019 · Wave Function Collapse is a procedural generation algorithm which produces images by arranging a collection of tiles according to rules about which tiles may be adjacent to each other tile, and relatively how frequently each tile should appear.

Jul 19, 2022 · The WaveFunctionCollapse algorithm[1] works off an inventory of possible patterns in a grid. Initially each grid point is initialized to "all possible patterns". As the algorithm iterates, a grid point is selected, a valid tile is selected for that grid point, and knowledge about how that constrains possible adjacent patterns is propagated to ...