// test lsolveAll import assert from 'assert' import approx from '../../../../../tools/approx.js' import math from '../../../../../src/defaultInstance.js' describe('lsolveAll', function () { it('should solve linear system 4 x 4, arrays', function () { const m = [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ] const b = [1, 2, 3, 4] const x = math.lsolveAll(m, b) approx.deepEqual(x, [[[1], [1], [1], [1]]]) }) it('should solve linear system 4 x 4, array and column array', function () { const m = [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ] const b = [ [1], [2], [3], [4] ] const x = math.lsolveAll(m, b) approx.deepEqual(x, [[[1], [1], [1], [1]]]) }) it('should solve linear system 4 x 4, matrices', function () { const m = math.matrix( [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ]) const b = math.matrix([1, 2, 3, 4]) const x = math.lsolveAll(m, b) assert(x[0] instanceof math.Matrix) approx.deepEqual(x, [math.matrix([[1], [1], [1], [1]])]) }) it('should solve linear system 4 x 4, sparse matrices', function () { const m = math.sparse( [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ]) const b = math.matrix([[1], [2], [3], [4]], 'sparse') const x = math.lsolveAll(m, b) assert(x[0] instanceof math.Matrix) approx.deepEqual(x, [math.matrix([[1], [1], [1], [1]])]) }) it('should solve linear system 4 x 4, matrix and column matrix', function () { const m = math.matrix( [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ]) const b = math.matrix([ [1], [2], [3], [4] ]) const x = math.lsolveAll(m, b) assert(x[0] instanceof math.Matrix) approx.deepEqual(x, [math.matrix([[1], [1], [1], [1]])]) }) it('should solve linear system 4 x 4, sparse matrix and column matrix', function () { const m = math.matrix( [ [1, 0, 0, 0], [1, 1, 0, 0], [1, 1, 1, 0], [1, 1, 1, 1] ], 'sparse') const b = math.matrix([ [1], [2], [3], [4] ], 'sparse') const x = math.lsolveAll(m, b) assert(x[0] instanceof math.Matrix) approx.deepEqual(x, [math.matrix([[1], [1], [1], [1]])]) }) it('should return an empty array when there is no solution', function () { assert.deepStrictEqual([], math.lsolveAll([[1, 1], [0, 0]], [1, 1])) assert.deepStrictEqual([], math.lsolveAll(math.matrix([[1, 1], [0, 0]], 'dense'), [1, 1])) assert.deepStrictEqual([], math.lsolveAll(math.matrix([[1, 1], [0, 0]], 'sparse'), [1, 1])) }) it('should solve systems with singular dense matrices', function () { approx.deepEqual( math.lsolveAll([[2, 0, 0], [1, 0, 0], [-1, 1, 1]], [4, 2, 1]), [[[2], [0], [3]], [[2], [1], [2]]] ) approx.deepEqual( math.lsolveAll([[0, 0, 0], [1, 1, 0], [2, 1, 0]], [0, 2, 2]), [[[0], [2], [0]], [[0], [2], [1]]] ) approx.deepEqual( math.lsolveAll([[0, 0, 0], [1, 1, 0], [1, 1, 0]], [0, 2, 2]), [[[0], [2], [0]], [[1], [1], [0]], [[0], [2], [1]]] ) }) it('should solve systems with singular sparse matrices', function () { approx.deepEqual( math.lsolveAll(math.matrix([[2, 0, 0], [1, 0, 0], [-1, 1, 1]], 'sparse'), [4, 2, 1]), [math.matrix([[2], [0], [3]]), math.matrix([[2], [1], [2]])] ) approx.deepEqual( math.lsolveAll(math.matrix([[0, 0, 0], [1, 1, 0], [2, 1, 0]], 'sparse'), [0, 2, 2]), [math.matrix([[0], [2], [0]]), math.matrix([[0], [2], [1]])] ) approx.deepEqual( math.lsolveAll(math.matrix([[0, 0, 0], [1, 1, 0], [1, 1, 0]], 'sparse'), [0, 2, 2]), [math.matrix([[0], [2], [0]]), math.matrix([[1], [1], [0]]), math.matrix([[0], [2], [1]])] ) }) })