incremental-delaunay article

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veclav talica 2023-09-14 22:24:46 +05:00
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Title: Optimized Incremental Delaunay
Brief: Classic triangulation algorithm to use for one by one insertion of points, with SIMD and caching.
Date: 1694711563
Tags: Programming, Zig, Generation
CSS: /style.css
![](/articles/incremental-delaunay/web.png)
Based on [this paper](https://www.cs.umd.edu/class/spring2020/cmsc754/Lects/lect13-delaun-alg.pdf)
Full usable isolated code is [here](/articles/incremental-delaunay/incremental-delaunay.zig.txt).
### Usage example ###
```zig
var gpa = std.heap.GeneralPurposeAllocator(.{}){};
defer std.debug.assert(gpa.deinit() == .ok);
var triangulator = try Delaunay.Builder.init(gpa.allocator(), Delaunay.Area{-1, -1, 1, 1});
const point_count = 128;
var prng = std.rand.DefaultPrng.init(123123);
const rng = prng.random();
for (0..point_count) |_| {
const x = rng.float(f32) * 2 - 1;
const y = rng.float(f32) * 2 - 1;
try triangulator.insertAtRandom(Delaunay.Vertex{ x, y }, rng);
}
var triangles: [point_count * 2 + 2]gfx.triangle.ScreenspaceTriangle = undefined;
for (&triangles, triangulator.triangles.items) |*out, in| {
out.a = triangulator.vertices.items[in.points[0]];
out.b = triangulator.vertices.items[in.points[1]];
out.c = triangulator.vertices.items[in.points[2]];
}
```