import approx from '../../../../tools/approx' import math from '../../../../src/entry/mainBundle' import { csPermute } from '../../../../src/function/algebra/sparse/csPermute' import { createCsLu } from '../../../../src/function/algebra/sparse/csLu' import { createCsSqr } from '../../../../src/function/algebra/sparse/csSqr' import * as market from '../../../../tools/matrixmarket' const { abs, add, divideScalar, multiply, subtract, larger, largerEq, transpose, SparseMatrix } = math const csLu = createCsLu({ abs, divideScalar, multiply, subtract, larger, largerEq, SparseMatrix }) const csSqr = createCsSqr({ add, multiply, transpose }) describe('csLu', function () { it('should decompose matrix, 48 x 48, natural ordering (order=0), full pivoting, matrix market', function (done) { // import matrix market.import('tools/matrices/bcsstk01.mtx') .then(function (m) { // symbolic ordering and analysis, order = 0 const s = csSqr(0, m, false) // full pivoting const r = csLu(m, s, 0.001) // verify approx.deepEqual(csPermute(m, r.pinv, s.q, true).valueOf(), math.multiply(r.L, r.U).valueOf()) // indicate test has completed done() }) .catch(function (error) { // indicate test has completed done(error) }) }) it('should decompose matrix, 48 x 48, amd(A+A\') (order=1), full pivoting, matrix market', function (done) { // import matrix market.import('tools/matrices/bcsstk01.mtx') .then(function (m) { // symbolic ordering and analysis, order = 1 const s = csSqr(1, m, false) // full pivoting const r = csLu(m, s, 0.001) // verify approx.deepEqual(csPermute(m, r.pinv, s.q, true).valueOf(), math.multiply(r.L, r.U).valueOf()) // indicate test has completed done() }) .catch(function (error) { // indicate test has completed done(error) }) }) it('should decompose matrix, 48 x 48, amd(A\'*A) (order=2), full pivoting, matrix market', function (done) { // import matrix market.import('tools/matrices/bcsstk01.mtx') .then(function (m) { // symbolic ordering and analysis, order = 2 const s = csSqr(2, m, false) // full pivoting const r = csLu(m, s, 0.001) // verify approx.deepEqual(csPermute(m, r.pinv, s.q, true).valueOf(), math.multiply(r.L, r.U).valueOf()) // indicate test has completed done() }) .catch(function (error) { // indicate test has completed done(error) }) }) it('should decompose matrix, 48 x 48, amd(A\'*A) (order=3), full pivoting, matrix market', function (done) { // import matrix market.import('tools/matrices/bcsstk01.mtx') .then(function (m) { // symbolic ordering and analysis, order = 3 const s = csSqr(3, m, false) // full pivoting const r = csLu(m, s, 0.001) // verify approx.deepEqual(csPermute(m, r.pinv, s.q, true).valueOf(), math.multiply(r.L, r.U).valueOf()) // indicate test has completed done() }) .catch(function (error) { // indicate test has completed done(error) }) }) })