Added constrained relaxation solver - but it doesn't work
This commit is contained in:
@@ -42,6 +42,7 @@
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<li><a href="standalone/gradient_editor.html">Gradient editor</a></li>
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<li><a href="standalone/imu-1/3d.html">3D view using GravitySensor</a></li>
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<li><a href="standalone/delaunay.html">Delaunay dataset</a></li>
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<li><a href="standalone/delaunay-edge-relax.html">Delaunay dataset + Edge relaxation (Currently broken)</a></li>
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</ul>
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</li>
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619
standalone/delaunay-edge-relax.html
Normal file
619
standalone/delaunay-edge-relax.html
Normal file
@@ -0,0 +1,619 @@
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<!doctype html>
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<html lang="en">
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<head>
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<meta charset="utf-8" />
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<meta name="viewport" content="width=device-width,initial-scale=1" />
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<title>Delaunay + Planarity Back-Pressure Relaxation</title>
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<style>
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html, body {
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height: 100%;
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margin: 0;
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background: #111;
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color: #ddd;
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font-family: system-ui, -apple-system, Segoe UI, Roboto, Arial, sans-serif;
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}
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#wrap {
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display: grid;
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grid-template-rows: auto 1fr;
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height: 100%;
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}
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#bar {
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display: flex;
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flex-wrap: wrap;
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gap: 10px 14px;
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align-items: center;
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padding: 10px 12px;
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background: #1a1a1a;
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border-bottom: 1px solid #2a2a2a;
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}
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label { display: inline-flex; gap: 8px; align-items: center; white-space: nowrap; }
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input[type="range"] { width: 220px; }
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button {
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background: #2a2a2a;
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color: #ddd;
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border: 1px solid #3a3a3a;
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padding: 7px 10px;
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border-radius: 6px;
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cursor: pointer;
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}
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button:hover { background: #333; }
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.small { font-size: 12px; opacity: .85; }
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#c { display: block; width: 100%; height: 100%; }
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</style>
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</head>
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<body>
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<div id="wrap">
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<div id="bar">
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<label>
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N
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<input id="n" type="range" min="10" max="600" value="180" />
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<span id="nVal">180</span>
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</label>
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<button id="regen">Regenerate + Solve Delaunay</button>
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<label>
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Free force
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<input id="freeK" type="range" min="0" max="200" value="55" />
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<span id="freeKVal">0.055</span>
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</label>
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<label>
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Crossing bias
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<input id="crossB" type="range" min="0" max="400" value="220" />
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<span id="crossBVal">2.20</span>
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</label>
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<label>
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Steps/frame
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<input id="steps" type="range" min="1" max="60" value="18" />
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<span id="stepsVal">18</span>
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</label>
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<label>
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Step scalar
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<input id="alpha" type="range" min="1" max="200" value="55" />
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<span id="alphaVal">0.055</span>
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</label>
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<span class="small" id="info"></span>
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</div>
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<canvas id="c"></canvas>
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</div>
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<script>
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(() => {
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"use strict";
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// ----------------------------
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// Canvas
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// ----------------------------
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const canvas = document.getElementById("c");
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const ctx = canvas.getContext("2d", { alpha: false });
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let W = 0, H = 0, DPR = 1;
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function resize() {
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const r = canvas.getBoundingClientRect();
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DPR = Math.max(1, Math.floor(window.devicePixelRatio || 1));
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W = Math.max(1, r.width | 0);
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H = Math.max(1, r.height | 0);
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canvas.width = W * DPR;
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canvas.height = H * DPR;
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ctx.setTransform(DPR, 0, 0, DPR, 0, 0);
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}
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window.addEventListener("resize", resize);
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// ----------------------------
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// UI
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// ----------------------------
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const nSlider = document.getElementById("n");
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const nVal = document.getElementById("nVal");
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const regenBtn = document.getElementById("regen");
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const freeK = document.getElementById("freeK");
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const freeKVal = document.getElementById("freeKVal");
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const crossB = document.getElementById("crossB");
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const crossBVal = document.getElementById("crossBVal");
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const steps = document.getElementById("steps");
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const stepsVal = document.getElementById("stepsVal");
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const alpha = document.getElementById("alpha");
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const alphaVal = document.getElementById("alphaVal");
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const info = document.getElementById("info");
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function updateUiText() {
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nVal.textContent = nSlider.value;
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freeKVal.textContent = (Number(freeK.value) / 1000).toFixed(3);
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crossBVal.textContent = (Number(crossB.value) / 100).toFixed(2);
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stepsVal.textContent = steps.value;
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alphaVal.textContent = (Number(alpha.value) / 1000).toFixed(3);
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}
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nSlider.addEventListener("input", updateUiText);
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freeK.addEventListener("input", updateUiText);
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crossB.addEventListener("input", updateUiText);
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steps.addEventListener("input", updateUiText);
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alpha.addEventListener("input", updateUiText);
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// ----------------------------
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// Geometry helpers
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// ----------------------------
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function orient(a, b, c) {
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return (b.x - a.x) * (c.y - a.y) - (b.y - a.y) * (c.x - a.x);
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}
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function circumcircleContains(a, b, c, p) {
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// Determinant incircle test; expects a,b,c CCW.
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const ax = a.x - p.x, ay = a.y - p.y;
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const bx = b.x - p.x, by = b.y - p.y;
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const cx = c.x - p.x, cy = c.y - p.y;
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const a2 = ax * ax + ay * ay;
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const b2 = bx * bx + by * by;
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const c2 = cx * cx + cy * cy;
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const det =
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ax * (by * c2 - b2 * cy) -
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ay * (bx * c2 - b2 * cx) +
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a2 * (bx * cy - by * cx);
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return det > 1e-10;
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}
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function edgeKey(i, j) {
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return i < j ? (i + "," + j) : (j + "," + i);
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}
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function segIntersectParams(ax, ay, bx, by, cx, cy, dx, dy) {
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// Returns {hit,t,u,ix,iy} for proper intersection (not touching/endpoints/collinear).
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const rpx = bx - ax, rpy = by - ay;
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const spx = dx - cx, spy = dy - cy;
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const denom = rpx * spy - rpy * spx;
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if (Math.abs(denom) < 1e-12) return null; // parallel or collinear
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const qpx = cx - ax, qpy = cy - ay;
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const t = (qpx * spy - qpy * spx) / denom;
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const u = (qpx * rpy - qpy * rpx) / denom;
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// Strict interior intersection to avoid fighting at shared endpoints.
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if (t <= 1e-6 || t >= 1 - 1e-6 || u <= 1e-6 || u >= 1 - 1e-6) return null;
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return {
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t,
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u,
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ix: ax + t * rpx,
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iy: ay + t * rpy
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};
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}
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// ----------------------------
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// Delaunay (Bowyer–Watson, one-shot)
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// ----------------------------
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let points = [];
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let triangles = [];
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let edges = [];
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let edgePairs = []; // convenience array of {i,j}
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let superCount = 0;
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function solveDelaunay(pts) {
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points = pts;
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triangles = [];
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edges = [];
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edgePairs = [];
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const cx = W * 0.5;
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const cy = H * 0.5;
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const s = Math.max(W, H) * 10;
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const sa = points.length;
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points.push({ x: cx - 2 * s, y: cy + s, super: true });
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const sb = points.length;
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points.push({ x: cx, y: cy - 2 * s, super: true });
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const sc = points.length;
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points.push({ x: cx + 2 * s, y: cy + s, super: true });
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superCount = 3;
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// Ensure CCW for super triangle
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if (orient(points[sa], points[sb], points[sc]) < 0) {
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const tmp = points[sb];
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points[sb] = points[sc];
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points[sc] = tmp;
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}
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triangles.push({ a: sa, b: sb, c: sc });
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const realN = pts.length;
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for (let pi = 0; pi < realN; pi++) {
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const p = points[pi];
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const bad = [];
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for (let ti = 0; ti < triangles.length; ti++) {
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const t = triangles[ti];
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let A = points[t.a], B = points[t.b], C = points[t.c];
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// enforce CCW for incircle test
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if (orient(A, B, C) < 0) {
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const tmp = B; B = C; C = tmp;
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}
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if (circumcircleContains(A, B, C, p)) bad.push(ti);
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}
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const ec = new Map();
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for (let k = 0; k < bad.length; k++) {
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const t = triangles[bad[k]];
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const k1 = edgeKey(t.a, t.b);
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const k2 = edgeKey(t.b, t.c);
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const k3 = edgeKey(t.c, t.a);
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ec.set(k1, (ec.get(k1) || 0) + 1);
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ec.set(k2, (ec.get(k2) || 0) + 1);
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ec.set(k3, (ec.get(k3) || 0) + 1);
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}
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bad.sort((a, b) => b - a);
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for (let k = 0; k < bad.length; k++) triangles.splice(bad[k], 1);
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for (const [k, c] of ec.entries()) {
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if (c !== 1) continue;
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const parts = k.split(",");
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const i = Number(parts[0]);
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const j = Number(parts[1]);
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// make triangle CCW
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if (orient(points[i], points[j], p) > 0)
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triangles.push({ a: i, b: j, c: pi });
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else
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triangles.push({ a: j, b: i, c: pi });
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}
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}
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// Remove triangles touching super vertices
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triangles = triangles.filter(t =>
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!points[t.a].super &&
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!points[t.b].super &&
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!points[t.c].super
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);
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// Build unique edges
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const es = new Map();
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for (let ti = 0; ti < triangles.length; ti++) {
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const t = triangles[ti];
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for (const [i, j] of [[t.a, t.b], [t.b, t.c], [t.c, t.a]]) {
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es.set(edgeKey(i, j), { i, j });
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}
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}
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edges = [...es.values()];
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edgePairs = edges; // alias
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}
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// ----------------------------
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// Relaxation with back-pressure constraints
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// ----------------------------
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let fx = null;
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let fy = null;
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function ensureForceArrays() {
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if (!fx || fx.length !== points.length) {
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fx = new Float32Array(points.length);
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fy = new Float32Array(points.length);
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}
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}
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function zeroForces() {
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fx.fill(0);
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fy.fill(0);
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}
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function addFreeForces(avgLen, kFree) {
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// Spring equalization: for each edge, push/pull to match avgLen.
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for (let ei = 0; ei < edgePairs.length; ei++) {
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const e = edgePairs[ei];
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const a = points[e.i];
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const b = points[e.j];
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let dx = b.x - a.x;
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let dy = b.y - a.y;
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let len = Math.hypot(dx, dy) || 1;
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const nx = dx / len;
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const ny = dy / len;
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// positive when too long -> pull together
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const delta = (len - avgLen);
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// symmetric force along the edge
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const f = delta * kFree;
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const fxE = nx * f;
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const fyE = ny * f;
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fx[e.i] += fxE;
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fy[e.i] += fyE;
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fx[e.j] -= fxE;
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fy[e.j] -= fyE;
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}
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}
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function addBoundaryForces() {
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// Soft boundary box: keep points in an inner region (to allow expansion).
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// Uses weak forces rather than hard clamps.
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const padX = W * 0.10;
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const padY = H * 0.10;
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const minX = padX;
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const maxX = W - padX;
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const minY = padY;
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const maxY = H - padY;
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const k = 0.002;
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for (let i = 0; i < points.length; i++) {
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const p = points[i];
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if (p.super) continue;
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if (p.x < minX) fx[i] += (minX - p.x) * k;
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else if (p.x > maxX) fx[i] -= (p.x - maxX) * k;
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if (p.y < minY) fy[i] += (minY - p.y) * k;
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else if (p.y > maxY) fy[i] -= (p.y - maxY) * k;
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}
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}
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function addCrossingBackPressure(bias) {
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// For every intersecting non-adjacent edge pair:
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// add forces that push the two segments apart using their normals at the intersection.
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//
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// This is a penalty constraint: strong when violated; zero otherwise.
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let crossings = 0;
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const kCross = 0.8 * bias; // base multiplier; bias comes from UI
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for (let i = 0; i < edgePairs.length; i++) {
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const e1 = edgePairs[i];
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const a = points[e1.i];
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const b = points[e1.j];
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const ax = a.x, ay = a.y, bx = b.x, by = b.y;
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for (let j = i + 1; j < edgePairs.length; j++) {
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const e2 = edgePairs[j];
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// Skip if they share a vertex (adjacent edges are allowed to meet).
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if (e1.i === e2.i || e1.i === e2.j || e1.j === e2.i || e1.j === e2.j) continue;
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const c = points[e2.i];
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const d = points[e2.j];
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const hit = segIntersectParams(ax, ay, bx, by, c.x, c.y, d.x, d.y);
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if (!hit) continue;
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||||
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crossings++;
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||||
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// Segment directions
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const r1x = bx - ax, r1y = by - ay;
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const r2x = d.x - c.x, r2y = d.y - c.y;
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||||
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||||
const len1 = Math.hypot(r1x, r1y) || 1;
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||||
const len2 = Math.hypot(r2x, r2y) || 1;
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||||
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// Unit normals (two choices; pick sign via side tests)
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let n1x = -r1y / len1, n1y = r1x / len1;
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||||
let n2x = -r2y / len2, n2y = r2x / len2;
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// Determine on which side of e1 the endpoints of e2 lie
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// (they should be opposite sides for a proper crossing).
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const s1 = orient(a, b, c);
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const s2 = orient(a, b, d);
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||||
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// Choose n1 direction so that it pushes c and d to opposite sides away from the edge
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// We want to push e1 endpoints in direction that separates from e2; use c as reference.
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// If c is "left" (positive), push e1 along +n1; otherwise along -n1.
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const sign1 = (s1 > 0) ? 1 : -1;
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||||
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// Similarly for e2 relative to e1
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const t1 = orient(c, d, a);
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||||
const sign2 = (t1 > 0) ? 1 : -1;
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||||
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n1x *= sign1; n1y *= sign1;
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n2x *= sign2; n2y *= sign2;
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||||
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// Strength: grow when intersection is near the middle (harder constraint)
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||||
// and modestly with edge lengths to avoid tiny-edge domination.
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||||
const midBoost = 1.0 + 2.0 * (0.5 - Math.abs(hit.t - 0.5)) + 2.0 * (0.5 - Math.abs(hit.u - 0.5));
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||||
const f1 = kCross * midBoost;
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||||
const f2 = kCross * midBoost;
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||||
|
||||
// Apply equal & opposite "pressure" to endpoints (symmetric distribution)
|
||||
// e1 endpoints move along its normal
|
||||
fx[e1.i] += n1x * f1;
|
||||
fy[e1.i] += n1y * f1;
|
||||
fx[e1.j] += n1x * f1;
|
||||
fy[e1.j] += n1y * f1;
|
||||
|
||||
// e2 endpoints move along its normal in the opposite direction
|
||||
fx[e2.i] -= n2x * f2;
|
||||
fy[e2.i] -= n2y * f2;
|
||||
fx[e2.j] -= n2x * f2;
|
||||
fy[e2.j] -= n2y * f2;
|
||||
|
||||
// Extra: also push along the other segment's normal (helps untangle faster)
|
||||
// but smaller, to avoid oscillation.
|
||||
const kMix = 0.35 * kCross;
|
||||
|
||||
fx[e1.i] += n2x * kMix;
|
||||
fy[e1.i] += n2y * kMix;
|
||||
fx[e1.j] += n2x * kMix;
|
||||
fy[e1.j] += n2y * kMix;
|
||||
|
||||
fx[e2.i] -= n1x * kMix;
|
||||
fy[e2.i] -= n1y * kMix;
|
||||
fx[e2.j] -= n1x * kMix;
|
||||
fy[e2.j] -= n1y * kMix;
|
||||
}
|
||||
}
|
||||
|
||||
return crossings;
|
||||
}
|
||||
|
||||
function computeAverageEdgeLength() {
|
||||
let sum = 0;
|
||||
for (let i = 0; i < edgePairs.length; i++) {
|
||||
const e = edgePairs[i];
|
||||
const a = points[e.i];
|
||||
const b = points[e.j];
|
||||
sum += Math.hypot(b.x - a.x, b.y - a.y);
|
||||
}
|
||||
return sum / Math.max(1, edgePairs.length);
|
||||
}
|
||||
|
||||
function applyForces(stepScalar) {
|
||||
// Bounded move per inner iteration; small steps preserve stability.
|
||||
const maxStep = 0.65;
|
||||
|
||||
for (let i = 0; i < points.length; i++) {
|
||||
const p = points[i];
|
||||
if (p.super) continue;
|
||||
|
||||
let dx = fx[i] * stepScalar;
|
||||
let dy = fy[i] * stepScalar;
|
||||
|
||||
const d = Math.hypot(dx, dy);
|
||||
if (d > maxStep) {
|
||||
const s = maxStep / d;
|
||||
dx *= s;
|
||||
dy *= s;
|
||||
}
|
||||
|
||||
p.x += dx;
|
||||
p.y += dy;
|
||||
}
|
||||
}
|
||||
|
||||
// ----------------------------
|
||||
// Drawing
|
||||
// ----------------------------
|
||||
function draw(crossingsLastFrame) {
|
||||
ctx.fillStyle = "#111";
|
||||
ctx.fillRect(0, 0, W, H);
|
||||
|
||||
// edges
|
||||
ctx.strokeStyle = "rgba(200,200,200,0.55)";
|
||||
ctx.lineWidth = 1;
|
||||
ctx.beginPath();
|
||||
for (let i = 0; i < edgePairs.length; i++) {
|
||||
const e = edgePairs[i];
|
||||
const a = points[e.i];
|
||||
const b = points[e.j];
|
||||
ctx.moveTo(a.x, a.y);
|
||||
ctx.lineTo(b.x, b.y);
|
||||
}
|
||||
ctx.stroke();
|
||||
|
||||
// points
|
||||
ctx.fillStyle = "#ddd";
|
||||
for (let i = 0; i < points.length; i++) {
|
||||
const p = points[i];
|
||||
if (p.super) continue;
|
||||
ctx.beginPath();
|
||||
ctx.arc(p.x, p.y, 2.2, 0, Math.PI * 2);
|
||||
ctx.fill();
|
||||
}
|
||||
|
||||
info.textContent = `points ${points.length - superCount}, edges ${edgePairs.length}, crossings ${crossingsLastFrame}`;
|
||||
}
|
||||
|
||||
// ----------------------------
|
||||
// Regenerate + solve Delaunay
|
||||
// ----------------------------
|
||||
function regenerate() {
|
||||
const N = Number(nSlider.value);
|
||||
|
||||
// Generate in central 50% region (25% margins) so it can expand.
|
||||
const mx = W * 0.25;
|
||||
const my = H * 0.25;
|
||||
|
||||
const pts = [];
|
||||
for (let i = 0; i < N; i++) {
|
||||
pts.push({
|
||||
x: mx + Math.random() * (W - 2 * mx),
|
||||
y: my + Math.random() * (H - 2 * my),
|
||||
super: false
|
||||
});
|
||||
}
|
||||
|
||||
solveDelaunay(pts);
|
||||
ensureForceArrays();
|
||||
}
|
||||
|
||||
regenBtn.addEventListener("click", regenerate);
|
||||
|
||||
// ----------------------------
|
||||
// Main animation loop
|
||||
// ----------------------------
|
||||
let crossingsLastFrame = 0;
|
||||
|
||||
function frame() {
|
||||
if (!points.length) {
|
||||
requestAnimationFrame(frame);
|
||||
return;
|
||||
}
|
||||
|
||||
const innerSteps = Number(steps.value);
|
||||
const kFree = Number(freeK.value) / 1000;
|
||||
const bias = Number(crossB.value) / 100;
|
||||
let stepScalar = Number(alpha.value) / 1000;
|
||||
|
||||
// Adaptive step: if crossings persist, reduce step a bit this frame.
|
||||
// (This is the scalar you described; keeps solver stable under strong back-pressure.)
|
||||
if (crossingsLastFrame > 0) stepScalar *= 0.6;
|
||||
|
||||
// One visual frame = multiple solver iterations
|
||||
let crossings = 0;
|
||||
|
||||
for (let it = 0; it < innerSteps; it++) {
|
||||
ensureForceArrays();
|
||||
zeroForces();
|
||||
|
||||
const avgLen = computeAverageEdgeLength();
|
||||
|
||||
// 1) free forces
|
||||
addFreeForces(avgLen, kFree);
|
||||
addBoundaryForces();
|
||||
|
||||
// 2) constraint back-pressure (fed back into totals)
|
||||
crossings = addCrossingBackPressure(bias);
|
||||
|
||||
// Apply combined forces
|
||||
applyForces(stepScalar);
|
||||
|
||||
// Early-out if stable
|
||||
if (crossings === 0) break;
|
||||
}
|
||||
|
||||
crossingsLastFrame = crossings;
|
||||
draw(crossingsLastFrame);
|
||||
|
||||
requestAnimationFrame(frame);
|
||||
}
|
||||
|
||||
// ----------------------------
|
||||
// Boot
|
||||
// ----------------------------
|
||||
function boot() {
|
||||
updateUiText();
|
||||
resize();
|
||||
regenerate();
|
||||
requestAnimationFrame(frame);
|
||||
}
|
||||
boot();
|
||||
})();
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
Reference in New Issue
Block a user