import Cartesian3 from "./Cartesian3.js";
import defined from "./defined.js";
import DeveloperError from "./DeveloperError.js";
/**
* Uses the Tridiagonal Matrix Algorithm, also known as the Thomas Algorithm, to solve
* a system of linear equations where the coefficient matrix is a tridiagonal matrix.
*
* @namespace TridiagonalSystemSolver
*/
const TridiagonalSystemSolver = {};
/**
* Solves a tridiagonal system of linear equations.
*
* @param {Number[]} diagonal An array with length n
that contains the diagonal of the coefficient matrix.
* @param {Number[]} lower An array with length n - 1
that contains the lower diagonal of the coefficient matrix.
* @param {Number[]} upper An array with length n - 1
that contains the upper diagonal of the coefficient matrix.
* @param {Cartesian3[]} right An array of Cartesians with length n
that is the right side of the system of equations.
*
* @exception {DeveloperError} diagonal and right must have the same lengths.
* @exception {DeveloperError} lower and upper must have the same lengths.
* @exception {DeveloperError} lower and upper must be one less than the length of diagonal.
*
* @performance Linear time.
*
* @example
* const lowerDiagonal = [1.0, 1.0, 1.0, 1.0];
* const diagonal = [2.0, 4.0, 4.0, 4.0, 2.0];
* const upperDiagonal = [1.0, 1.0, 1.0, 1.0];
* const rightHandSide = [
* new Cesium.Cartesian3(410757.0, -1595711.0, 1375302.0),
* new Cesium.Cartesian3(-5986705.0, -2190640.0, 1099600.0),
* new Cesium.Cartesian3(-12593180.0, 288588.0, -1755549.0),
* new Cesium.Cartesian3(-5349898.0, 2457005.0, -2685438.0),
* new Cesium.Cartesian3(845820.0, 1573488.0, -1205591.0)
* ];
*
* const solution = Cesium.TridiagonalSystemSolver.solve(lowerDiagonal, diagonal, upperDiagonal, rightHandSide);
*
* @returns {Cartesian3[]} An array of Cartesians with length n
that is the solution to the tridiagonal system of equations.
*/
TridiagonalSystemSolver.solve = function (lower, diagonal, upper, right) {
//>>includeStart('debug', pragmas.debug);
if (!defined(lower) || !(lower instanceof Array)) {
throw new DeveloperError("The array lower is required.");
}
if (!defined(diagonal) || !(diagonal instanceof Array)) {
throw new DeveloperError("The array diagonal is required.");
}
if (!defined(upper) || !(upper instanceof Array)) {
throw new DeveloperError("The array upper is required.");
}
if (!defined(right) || !(right instanceof Array)) {
throw new DeveloperError("The array right is required.");
}
if (diagonal.length !== right.length) {
throw new DeveloperError("diagonal and right must have the same lengths.");
}
if (lower.length !== upper.length) {
throw new DeveloperError("lower and upper must have the same lengths.");
} else if (lower.length !== diagonal.length - 1) {
throw new DeveloperError(
"lower and upper must be one less than the length of diagonal."
);
}
//>>includeEnd('debug');
const c = new Array(upper.length);
const d = new Array(right.length);
const x = new Array(right.length);
let i;
for (i = 0; i < d.length; i++) {
d[i] = new Cartesian3();
x[i] = new Cartesian3();
}
c[0] = upper[0] / diagonal[0];
d[0] = Cartesian3.multiplyByScalar(right[0], 1.0 / diagonal[0], d[0]);
let scalar;
for (i = 1; i < c.length; ++i) {
scalar = 1.0 / (diagonal[i] - c[i - 1] * lower[i - 1]);
c[i] = upper[i] * scalar;
d[i] = Cartesian3.subtract(
right[i],
Cartesian3.multiplyByScalar(d[i - 1], lower[i - 1], d[i]),
d[i]
);
d[i] = Cartesian3.multiplyByScalar(d[i], scalar, d[i]);
}
scalar = 1.0 / (diagonal[i] - c[i - 1] * lower[i - 1]);
d[i] = Cartesian3.subtract(
right[i],
Cartesian3.multiplyByScalar(d[i - 1], lower[i - 1], d[i]),
d[i]
);
d[i] = Cartesian3.multiplyByScalar(d[i], scalar, d[i]);
x[x.length - 1] = d[d.length - 1];
for (i = x.length - 2; i >= 0; --i) {
x[i] = Cartesian3.subtract(
d[i],
Cartesian3.multiplyByScalar(x[i + 1], c[i], x[i]),
x[i]
);
}
return x;
};
export default TridiagonalSystemSolver;