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Recursive matrix inversion
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"use strict"; | |
class Matrix { | |
constructor(a, b, c, d) { | |
if ([a,b,c,d].every(x => x instanceof Number || typeof(x) == "number")) { | |
this.n = 1; | |
} else if ([a,b,c,d].every(x => x instanceof Matrix && x.n == a.n)) { | |
this.n = a.n + 1; | |
} else throw new Error("wrong arguments type"); | |
this.a = a; | |
this.b = b; | |
this.c = c; | |
this.d = d; | |
} | |
get inverse() { | |
let [a,b,c,d] = this.abcd; | |
if (this.n == 1) { | |
let det = a*d - b*c; | |
return det == 0 ? Infinity : | |
new Matrix(...[d,-b,-c,a].map(x => x/det)); | |
} else { | |
/* | |
* a b | |
* c d | |
* x y = 1 0 | |
* z w 0 1 | |
* | |
* xa + yc = 1 | |
* xb + yd = 0 | |
* zb + wd = 1 | |
* za + wc = 0 | |
* | |
* x = 1/(a-b/d c) | |
* y = (1 - xa)/c | |
* z = 1/(b-a/c d) | |
* w = (1 - zb)/d | |
* | |
*/ | |
let D = d.inverse; | |
if (D == Infinity) throw new Error("division by zero"); | |
let x = a.add(b.mul(d.inverse).mul(c).neg).inverse, | |
y = identity(x.n).add(x.mul(a).neg).mul(c.inverse), | |
z = b.add(a.mul(c.inverse).mul(d).neg).inverse, | |
w = identity(z.n).add(z.mul(b).neg).mul(d.inverse); | |
return new Matrix(x, y, z, w); | |
} | |
} | |
get abcd() { return [this.a, this.b, this.c, this.d]; } | |
get neg() { return new Matrix(...this.abcd.map(x => this.n == 1 ? -x : x.neg)); } | |
add(that) { | |
if (that instanceof Number || typeof(that) == 'number') | |
return new Matrix(...this.abcd.map(x => x + that)); | |
if (!(that instanceof Matrix)) | |
throw new Error("wrong object"); | |
if (this.n !== that.n) | |
throw new Error("size mistmatch"); | |
return this.n == 1 ? | |
new Matrix( | |
this.a + that.a, | |
this.b + that.b, | |
this.c + that.c, | |
this.d + that.d | |
) : | |
new Matrix( | |
this.a.add(that.a), | |
this.b.add(that.b), | |
this.c.add(that.c), | |
this.d.add(that.d) | |
); | |
} | |
mul(that) { | |
if (!(that instanceof Matrix)) | |
throw new Error("wrong object"); | |
if (this.n !== that.n) | |
throw new Error("size mistmatch"); | |
let [a,b,c,d] = this.abcd, | |
[x,y,z,w] = that.abcd; | |
return this.n == 1 ? | |
new Matrix( | |
a*x+b*z,a*y+b*w, | |
c*x+d*z,c*y+d*w | |
) : | |
new Matrix( | |
a.mul(x).add(b.mul(z)),a.mul(y).add(b.mul(w)), | |
c.mul(x).add(d.mul(z)),c.mul(y).add(d.mul(w)) | |
); | |
} | |
get norm() { | |
return this.n == 1 ? this.abcd.map(x => x*x).reduce((a,b) => a+b) : | |
this.abcd.map(x => x.norm).reduce((a,b) => a+b); | |
} | |
} | |
function rand(n, r = Math.random) { | |
return n == 1 ? | |
new Matrix(...[1,2,3,4].map(r)) : | |
new Matrix(...[1,2,3,4].map(x => rand(n-1))); | |
} | |
function zeros(n) { | |
if (n == 1) return new Matrix(0, 0, 0, 0); | |
let z = zeros(n-1); | |
return new Matrix(z, z, z, z); | |
} | |
function identity(n) { | |
if (n == 1) return new Matrix(1, 0, 0, 1); | |
let i = identity(n-1), | |
z = zeros(n-1); | |
return new Matrix(i, z, z, i); | |
} | |
const n = 5; | |
let A = rand(n); | |
console.log( | |
A.mul(A.inverse).add(identity(n).neg).norm | |
); |
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