three.js/examples/js/math/SimplexNoise.js

( function () {

	// Ported from Stefan Gustavson's java implementation
	// http://staffwww.itn.liu.se/~stegu/simplexnoise/simplexnoise.pdf
	// Read Stefan's excellent paper for details on how this code works.
	//
	// Sean McCullough [email protected]
	//
	// Added 4D noise

	/**
 * You can pass in a random number generator object if you like.
 * It is assumed to have a random() method.
 */
	var SimplexNoise = function ( r ) {

		if ( r == undefined ) r = Math;
		this.grad3 = [[ 1, 1, 0 ], [ - 1, 1, 0 ], [ 1, - 1, 0 ], [ - 1, - 1, 0 ], [ 1, 0, 1 ], [ - 1, 0, 1 ], [ 1, 0, - 1 ], [ - 1, 0, - 1 ], [ 0, 1, 1 ], [ 0, - 1, 1 ], [ 0, 1, - 1 ], [ 0, - 1, - 1 ]];
		this.grad4 = [[ 0, 1, 1, 1 ], [ 0, 1, 1, - 1 ], [ 0, 1, - 1, 1 ], [ 0, 1, - 1, - 1 ], [ 0, - 1, 1, 1 ], [ 0, - 1, 1, - 1 ], [ 0, - 1, - 1, 1 ], [ 0, - 1, - 1, - 1 ], [ 1, 0, 1, 1 ], [ 1, 0, 1, - 1 ], [ 1, 0, - 1, 1 ], [ 1, 0, - 1, - 1 ], [ - 1, 0, 1, 1 ], [ - 1, 0, 1, - 1 ], [ - 1, 0, - 1, 1 ], [ - 1, 0, - 1, - 1 ], [ 1, 1, 0, 1 ], [ 1, 1, 0, - 1 ], [ 1, - 1, 0, 1 ], [ 1, - 1, 0, - 1 ], [ - 1, 1, 0, 1 ], [ - 1, 1, 0, - 1 ], [ - 1, - 1, 0, 1 ], [ - 1, - 1, 0, - 1 ], [ 1, 1, 1, 0 ], [ 1, 1, - 1, 0 ], [ 1, - 1, 1, 0 ], [ 1, - 1, - 1, 0 ], [ - 1, 1, 1, 0 ], [ - 1, 1, - 1, 0 ], [ - 1, - 1, 1, 0 ], [ - 1, - 1, - 1, 0 ]];
		this.p = [];

		for ( var i = 0; i < 256; i ++ ) {

			this.p[ i ] = Math.floor( r.random() * 256 );

		} // To remove the need for index wrapping, double the permutation table length


		this.perm = [];

		for ( var i = 0; i < 512; i ++ ) {

			this.perm[ i ] = this.p[ i & 255 ];

		} // A lookup table to traverse the simplex around a given point in 4D.
		// Details can be found where this table is used, in the 4D noise method.


		this.simplex = [[ 0, 1, 2, 3 ], [ 0, 1, 3, 2 ], [ 0, 0, 0, 0 ], [ 0, 2, 3, 1 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 1, 2, 3, 0 ], [ 0, 2, 1, 3 ], [ 0, 0, 0, 0 ], [ 0, 3, 1, 2 ], [ 0, 3, 2, 1 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 1, 3, 2, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 1, 2, 0, 3 ], [ 0, 0, 0, 0 ], [ 1, 3, 0, 2 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 2, 3, 0, 1 ], [ 2, 3, 1, 0 ], [ 1, 0, 2, 3 ], [ 1, 0, 3, 2 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 2, 0, 3, 1 ], [ 0, 0, 0, 0 ], [ 2, 1, 3, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 2, 0, 1, 3 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 3, 0, 1, 2 ], [ 3, 0, 2, 1 ], [ 0, 0, 0, 0 ], [ 3, 1, 2, 0 ], [ 2, 1, 0, 3 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 0, 0, 0, 0 ], [ 3, 1, 0, 2 ], [ 0, 0, 0, 0 ], [ 3, 2, 0, 1 ], [ 3, 2, 1, 0 ]];

	};

	SimplexNoise.prototype.dot = function ( g, x, y ) {

		return g[ 0 ] * x + g[ 1 ] * y;

	};

	SimplexNoise.prototype.dot3 = function ( g, x, y, z ) {

		return g[ 0 ] * x + g[ 1 ] * y + g[ 2 ] * z;

	};

	SimplexNoise.prototype.dot4 = function ( g, x, y, z, w ) {

		return g[ 0 ] * x + g[ 1 ] * y + g[ 2 ] * z + g[ 3 ] * w;

	};

	SimplexNoise.prototype.noise = function ( xin, yin ) {

		var n0, n1, n2; // Noise contributions from the three corners
		// Skew the input space to determine which simplex cell we're in

		var F2 = 0.5 * ( Math.sqrt( 3.0 ) - 1.0 );
		var s = ( xin + yin ) * F2; // Hairy factor for 2D

		var i = Math.floor( xin + s );
		var j = Math.floor( yin + s );
		var G2 = ( 3.0 - Math.sqrt( 3.0 ) ) / 6.0;
		var t = ( i + j ) * G2;
		var X0 = i - t; // Unskew the cell origin back to (x,y) space

		var Y0 = j - t;
		var x0 = xin - X0; // The x,y distances from the cell origin

		var y0 = yin - Y0; // For the 2D case, the simplex shape is an equilateral triangle.
		// Determine which simplex we are in.

		var i1, j1; // Offsets for second (middle) corner of simplex in (i,j) coords

		if ( x0 > y0 ) {

			i1 = 1;
			j1 = 0; // lower triangle, XY order: (0,0)->(1,0)->(1,1)

		} else {

			i1 = 0;
			j1 = 1;

		} // upper triangle, YX order: (0,0)->(0,1)->(1,1)
		// A step of (1,0) in (i,j) means a step of (1-c,-c) in (x,y), and
		// a step of (0,1) in (i,j) means a step of (-c,1-c) in (x,y), where
		// c = (3-sqrt(3))/6


		var x1 = x0 - i1 + G2; // Offsets for middle corner in (x,y) unskewed coords

		var y1 = y0 - j1 + G2;
		var x2 = x0 - 1.0 + 2.0 * G2; // Offsets for last corner in (x,y) unskewed coords

		var y2 = y0 - 1.0 + 2.0 * G2; // Work out the hashed gradient indices of the three simplex corners

		var ii = i & 255;
		var jj = j & 255;
		var gi0 = this.perm[ ii + this.perm[ jj ] ] % 12;
		var gi1 = this.perm[ ii + i1 + this.perm[ jj + j1 ] ] % 12;
		var gi2 = this.perm[ ii + 1 + this.perm[ jj + 1 ] ] % 12; // Calculate the contribution from the three corners

		var t0 = 0.5 - x0 * x0 - y0 * y0;
		if ( t0 < 0 ) n0 = 0.0; else {

			t0 *= t0;
			n0 = t0 * t0 * this.dot( this.grad3[ gi0 ], x0, y0 ); // (x,y) of grad3 used for 2D gradient

		}

		var t1 = 0.5 - x1 * x1 - y1 * y1;
		if ( t1 < 0 ) n1 = 0.0; else {

			t1 *= t1;
			n1 = t1 * t1 * this.dot( this.grad3[ gi1 ], x1, y1 );

		}

		var t2 = 0.5 - x2 * x2 - y2 * y2;
		if ( t2 < 0 ) n2 = 0.0; else {

			t2 *= t2;
			n2 = t2 * t2 * this.dot( this.grad3[ gi2 ], x2, y2 );

		} // Add contributions from each corner to get the final noise value.
		// The result is scaled to return values in the interval [-1,1].

		return 70.0 * ( n0 + n1 + n2 );

	}; // 3D simplex noise


	SimplexNoise.prototype.noise3d = function ( xin, yin, zin ) {

		var n0, n1, n2, n3; // Noise contributions from the four corners
		// Skew the input space to determine which simplex cell we're in

		var F3 = 1.0 / 3.0;
		var s = ( xin + yin + zin ) * F3; // Very nice and simple skew factor for 3D

		var i = Math.floor( xin + s );
		var j = Math.floor( yin + s );
		var k = Math.floor( zin + s );
		var G3 = 1.0 / 6.0; // Very nice and simple unskew factor, too

		var t = ( i + j + k ) * G3;
		var X0 = i - t; // Unskew the cell origin back to (x,y,z) space

		var Y0 = j - t;
		var Z0 = k - t;
		var x0 = xin - X0; // The x,y,z distances from the cell origin

		var y0 = yin - Y0;
		var z0 = zin - Z0; // For the 3D case, the simplex shape is a slightly irregular tetrahedron.
		// Determine which simplex we are in.

		var i1, j1, k1; // Offsets for second corner of simplex in (i,j,k) coords

		var i2, j2, k2; // Offsets for third corner of simplex in (i,j,k) coords

		if ( x0 >= y0 ) {

			if ( y0 >= z0 ) {

				i1 = 1;
				j1 = 0;
				k1 = 0;
				i2 = 1;
				j2 = 1;
				k2 = 0; // X Y Z order

			} else if ( x0 >= z0 ) {

				i1 = 1;
				j1 = 0;
				k1 = 0;
				i2 = 1;
				j2 = 0;
				k2 = 1; // X Z Y order

			} else {

				i1 = 0;
				j1 = 0;
				k1 = 1;
				i2 = 1;
				j2 = 0;
				k2 = 1;

			} // Z X Y order

		} else {

			// x0<y0
			if ( y0 < z0 ) {

				i1 = 0;
				j1 = 0;
				k1 = 1;
				i2 = 0;
				j2 = 1;
				k2 = 1; // Z Y X order

			} else if ( x0 < z0 ) {

				i1 = 0;
				j1 = 1;
				k1 = 0;
				i2 = 0;
				j2 = 1;
				k2 = 1; // Y Z X order

			} else {

				i1 = 0;
				j1 = 1;
				k1 = 0;
				i2 = 1;
				j2 = 1;
				k2 = 0;

			} // Y X Z order

		} // A step of (1,0,0) in (i,j,k) means a step of (1-c,-c,-c) in (x,y,z),
		// a step of (0,1,0) in (i,j,k) means a step of (-c,1-c,-c) in (x,y,z), and
		// a step of (0,0,1) in (i,j,k) means a step of (-c,-c,1-c) in (x,y,z), where
		// c = 1/6.


		var x1 = x0 - i1 + G3; // Offsets for second corner in (x,y,z) coords

		var y1 = y0 - j1 + G3;
		var z1 = z0 - k1 + G3;
		var x2 = x0 - i2 + 2.0 * G3; // Offsets for third corner in (x,y,z) coords

		var y2 = y0 - j2 + 2.0 * G3;
		var z2 = z0 - k2 + 2.0 * G3;
		var x3 = x0 - 1.0 + 3.0 * G3; // Offsets for last corner in (x,y,z) coords

		var y3 = y0 - 1.0 + 3.0 * G3;
		var z3 = z0 - 1.0 + 3.0 * G3; // Work out the hashed gradient indices of the four simplex corners

		var ii = i & 255;
		var jj = j & 255;
		var kk = k & 255;
		var gi0 = this.perm[ ii + this.perm[ jj + this.perm[ kk ] ] ] % 12;
		var gi1 = this.perm[ ii + i1 + this.perm[ jj + j1 + this.perm[ kk + k1 ] ] ] % 12;
		var gi2 = this.perm[ ii + i2 + this.perm[ jj + j2 + this.perm[ kk + k2 ] ] ] % 12;
		var gi3 = this.perm[ ii + 1 + this.perm[ jj + 1 + this.perm[ kk + 1 ] ] ] % 12; // Calculate the contribution from the four corners

		var t0 = 0.6 - x0 * x0 - y0 * y0 - z0 * z0;
		if ( t0 < 0 ) n0 = 0.0; else {

			t0 *= t0;
			n0 = t0 * t0 * this.dot3( this.grad3[ gi0 ], x0, y0, z0 );

		}

		var t1 = 0.6 - x1 * x1 - y1 * y1 - z1 * z1;
		if ( t1 < 0 ) n1 = 0.0; else {

			t1 *= t1;
			n1 = t1 * t1 * this.dot3( this.grad3[ gi1 ], x1, y1, z1 );

		}

		var t2 = 0.6 - x2 * x2 - y2 * y2 - z2 * z2;
		if ( t2 < 0 ) n2 = 0.0; else {

			t2 *= t2;
			n2 = t2 * t2 * this.dot3( this.grad3[ gi2 ], x2, y2, z2 );

		}

		var t3 = 0.6 - x3 * x3 - y3 * y3 - z3 * z3;
		if ( t3 < 0 ) n3 = 0.0; else {

			t3 *= t3;
			n3 = t3 * t3 * this.dot3( this.grad3[ gi3 ], x3, y3, z3 );

		} // Add contributions from each corner to get the final noise value.
		// The result is scaled to stay just inside [-1,1]

		return 32.0 * ( n0 + n1 + n2 + n3 );

	}; // 4D simplex noise


	SimplexNoise.prototype.noise4d = function ( x, y, z, w ) {

		// For faster and easier lookups
		var grad4 = this.grad4;
		var simplex = this.simplex;
		var perm = this.perm; // The skewing and unskewing factors are hairy again for the 4D case

		var F4 = ( Math.sqrt( 5.0 ) - 1.0 ) / 4.0;
		var G4 = ( 5.0 - Math.sqrt( 5.0 ) ) / 20.0;
		var n0, n1, n2, n3, n4; // Noise contributions from the five corners
		// Skew the (x,y,z,w) space to determine which cell of 24 simplices we're in

		var s = ( x + y + z + w ) * F4; // Factor for 4D skewing

		var i = Math.floor( x + s );
		var j = Math.floor( y + s );
		var k = Math.floor( z + s );
		var l = Math.floor( w + s );
		var t = ( i + j + k + l ) * G4; // Factor for 4D unskewing

		var X0 = i - t; // Unskew the cell origin back to (x,y,z,w) space

		var Y0 = j - t;
		var Z0 = k - t;
		var W0 = l - t;
		var x0 = x - X0; // The x,y,z,w distances from the cell origin

		var y0 = y - Y0;
		var z0 = z - Z0;
		var w0 = w - W0; // For the 4D case, the simplex is a 4D shape I won't even try to describe.
		// To find out which of the 24 possible simplices we're in, we need to
		// determine the magnitude ordering of x0, y0, z0 and w0.
		// The method below is a good way of finding the ordering of x,y,z,w and
		// then find the correct traversal order for the simplex we’re in.
		// First, six pair-wise comparisons are performed between each possible pair
		// of the four coordinates, and the results are used to add up binary bits
		// for an integer index.

		var c1 = x0 > y0 ? 32 : 0;
		var c2 = x0 > z0 ? 16 : 0;
		var c3 = y0 > z0 ? 8 : 0;
		var c4 = x0 > w0 ? 4 : 0;
		var c5 = y0 > w0 ? 2 : 0;
		var c6 = z0 > w0 ? 1 : 0;
		var c = c1 + c2 + c3 + c4 + c5 + c6;
		var i1, j1, k1, l1; // The integer offsets for the second simplex corner

		var i2, j2, k2, l2; // The integer offsets for the third simplex corner

		var i3, j3, k3, l3; // The integer offsets for the fourth simplex corner
		// simplex[c] is a 4-vector with the numbers 0, 1, 2 and 3 in some order.
		// Many values of c will never occur, since e.g. x>y>z>w makes x<z, y<w and x<w
		// impossible. Only the 24 indices which have non-zero entries make any sense.
		// We use a thresholding to set the coordinates in turn from the largest magnitude.
		// The number 3 in the "simplex" array is at the position of the largest coordinate.

		i1 = simplex[ c ][ 0 ] >= 3 ? 1 : 0;
		j1 = simplex[ c ][ 1 ] >= 3 ? 1 : 0;
		k1 = simplex[ c ][ 2 ] >= 3 ? 1 : 0;
		l1 = simplex[ c ][ 3 ] >= 3 ? 1 : 0; // The number 2 in the "simplex" array is at the second largest coordinate.

		i2 = simplex[ c ][ 0 ] >= 2 ? 1 : 0;
		j2 = simplex[ c ][ 1 ] >= 2 ? 1 : 0;
		k2 = simplex[ c ][ 2 ] >= 2 ? 1 : 0;
		l2 = simplex[ c ][ 3 ] >= 2 ? 1 : 0; // The number 1 in the "simplex" array is at the second smallest coordinate.

		i3 = simplex[ c ][ 0 ] >= 1 ? 1 : 0;
		j3 = simplex[ c ][ 1 ] >= 1 ? 1 : 0;
		k3 = simplex[ c ][ 2 ] >= 1 ? 1 : 0;
		l3 = simplex[ c ][ 3 ] >= 1 ? 1 : 0; // The fifth corner has all coordinate offsets = 1, so no need to look that up.

		var x1 = x0 - i1 + G4; // Offsets for second corner in (x,y,z,w) coords

		var y1 = y0 - j1 + G4;
		var z1 = z0 - k1 + G4;
		var w1 = w0 - l1 + G4;
		var x2 = x0 - i2 + 2.0 * G4; // Offsets for third corner in (x,y,z,w) coords

		var y2 = y0 - j2 + 2.0 * G4;
		var z2 = z0 - k2 + 2.0 * G4;
		var w2 = w0 - l2 + 2.0 * G4;
		var x3 = x0 - i3 + 3.0 * G4; // Offsets for fourth corner in (x,y,z,w) coords

		var y3 = y0 - j3 + 3.0 * G4;
		var z3 = z0 - k3 + 3.0 * G4;
		var w3 = w0 - l3 + 3.0 * G4;
		var x4 = x0 - 1.0 + 4.0 * G4; // Offsets for last corner in (x,y,z,w) coords

		var y4 = y0 - 1.0 + 4.0 * G4;
		var z4 = z0 - 1.0 + 4.0 * G4;
		var w4 = w0 - 1.0 + 4.0 * G4; // Work out the hashed gradient indices of the five simplex corners

		var ii = i & 255;
		var jj = j & 255;
		var kk = k & 255;
		var ll = l & 255;
		var gi0 = perm[ ii + perm[ jj + perm[ kk + perm[ ll ] ] ] ] % 32;
		var gi1 = perm[ ii + i1 + perm[ jj + j1 + perm[ kk + k1 + perm[ ll + l1 ] ] ] ] % 32;
		var gi2 = perm[ ii + i2 + perm[ jj + j2 + perm[ kk + k2 + perm[ ll + l2 ] ] ] ] % 32;
		var gi3 = perm[ ii + i3 + perm[ jj + j3 + perm[ kk + k3 + perm[ ll + l3 ] ] ] ] % 32;
		var gi4 = perm[ ii + 1 + perm[ jj + 1 + perm[ kk + 1 + perm[ ll + 1 ] ] ] ] % 32; // Calculate the contribution from the five corners

		var t0 = 0.6 - x0 * x0 - y0 * y0 - z0 * z0 - w0 * w0;
		if ( t0 < 0 ) n0 = 0.0; else {

			t0 *= t0;
			n0 = t0 * t0 * this.dot4( grad4[ gi0 ], x0, y0, z0, w0 );

		}

		var t1 = 0.6 - x1 * x1 - y1 * y1 - z1 * z1 - w1 * w1;
		if ( t1 < 0 ) n1 = 0.0; else {

			t1 *= t1;
			n1 = t1 * t1 * this.dot4( grad4[ gi1 ], x1, y1, z1, w1 );

		}

		var t2 = 0.6 - x2 * x2 - y2 * y2 - z2 * z2 - w2 * w2;
		if ( t2 < 0 ) n2 = 0.0; else {

			t2 *= t2;
			n2 = t2 * t2 * this.dot4( grad4[ gi2 ], x2, y2, z2, w2 );

		}

		var t3 = 0.6 - x3 * x3 - y3 * y3 - z3 * z3 - w3 * w3;
		if ( t3 < 0 ) n3 = 0.0; else {

			t3 *= t3;
			n3 = t3 * t3 * this.dot4( grad4[ gi3 ], x3, y3, z3, w3 );

		}

		var t4 = 0.6 - x4 * x4 - y4 * y4 - z4 * z4 - w4 * w4;
		if ( t4 < 0 ) n4 = 0.0; else {

			t4 *= t4;
			n4 = t4 * t4 * this.dot4( grad4[ gi4 ], x4, y4, z4, w4 );

		} // Sum up and scale the result to cover the range [-1,1]

		return 27.0 * ( n0 + n1 + n2 + n3 + n4 );

	};

	THREE.SimplexNoise = SimplexNoise;

} )();