1 unstable release

0.1.0 Dec 23, 2023

#2120 in Algorithms

MIT/Apache

44KB
668 lines

xcc: An "Exact Cover with Colors" Solver

This is a Rust implementation of Exact Cover, with the addition of the ability to color secondary items. The algorithm is based on Donald Knuth's Algorithm C, as described in The Art of Computer Programming, Volume 4B, under "Color-controlled covering".

The solver takes:

  • a set of primary items;
  • a set of secondary items;
  • a set of options, which are subsets of the primary and secondary items.

The solver's job is to find a subset of the options that

  • includes each primary item once and only once, and
  • colors each secondary item consistently.

Options can contain secondary items with or without colors. If a secondary item has no color, then the solver will not use it more than once (so that it defines a "zero or one" constraint). If an option has a secondary item with a color, then the solver can use it with the same color as many times as it wants, but not uncolored or with a different color.

The solver can be used to solve many different kinds of problems:

  • Sudoku-like puzzles
  • Shape puzzles, such as "tile a 6x10 rectangle with the 12 pentominos"
  • Word puzzles, such as "fill a 5x4 grid with words from a dictionary"
  • Most Nikoli puzzles
  • Graph coloring
  • Scheduling
  • Many more!

There are some examples in the examples directory.

License

Licensed under either of

at your option.

Contribution

Unless you explicitly state otherwise, any contribution intentionally submitted for inclusion in the work by you, as defined in the Apache-2.0 license, shall be dual licensed as above, without any additional terms or conditions.

Dependencies

~0.4–0.9MB
~20K SLoC