141 lines
3.9 KiB
JavaScript

'use strict';
var isInteger = require('../../util/number').isInteger;
var size = require('../../util/array').size;
function factory (type, config, load, typed) {
var collection = load(require('../../type/matrix/collection'));
var exp = load(require('./exp'));
var eye = load(require('../matrix/eye'));
var log = load(require('./log'));
var multiply = load(require('./multiply'));
var matrix = load(require('../../type/matrix/function/matrix'));
/**
* Calculates the power of x to y, `x ^ y`.
* Matrix exponentiation is supported for square matrices `x`, and positive
* integer exponents `y`.
*
* Syntax:
*
* math.pow(x, y)
*
* Examples:
*
* math.pow(2, 3); // returns Number 8
*
* var a = math.complex(2, 3);
* math.pow(a, 2) // returns Complex -5 + 12i
*
* var b = [[1, 2], [4, 3]];
* math.pow(b, 2); // returns Array [[9, 8], [16, 17]]
*
* See also:
*
* multiply, sqrt
*
* @param {Number | BigNumber | Boolean | Complex | Array | Matrix | null} x The base
* @param {Number | BigNumber | Boolean | Complex | null} y The exponent
* @return {Number | BigNumber | Complex | Array | Matrix} The value of `x` to the power `y`
*/
var pow = typed('pow', {
'number, number': function (x, y) {
if (isInteger(y) || x >= 0) {
return Math.pow(x, y);
}
else {
return _powComplex(new type.Complex(x, 0), new type.Complex(y, 0));
}
},
'BigNumber, BigNumber': function (x, y) {
if (isInteger(y) || x >= 0) {
return x.pow(y);
}
else {
return _powComplex(new type.Complex(x.toNumber(), 0), new type.Complex(y.toNumber(), 0));
}
},
'Complex, Complex': _powComplex,
'Array, number': _powArray,
'Array, BigNumber': function (x, y) {
return _powArray(x, y.toNumber());
},
'Matrix, number': _powMatrix,
'Matrix, BigNumber': function (x, y) {
return _powMatrix(x, y.toNumber());
}
});
/**
* Calculates the power of x to y, x^y, for two complex numbers.
* @param {Complex} x
* @param {Complex} y
* @return {Complex} res
* @private
*/
function _powComplex (x, y) {
// complex computation
// x^y = exp(log(x)*y) = exp((abs(x)+i*arg(x))*y)
// TODO: we can optimize this as we know x and y are Complex
// expComplex = exp.signatures['Complex,Complex']
// multiplyComplex = multiply.signatures['Complex,Complex']
// logComplex = log.signatures['Complex,Complex']
// return expComplex(multiplyComplex(logComplex(x), y));
return exp(multiply(log(x), y));
}
/**
* Calculate the power of a 2d array
* @param {Array} x must be a 2 dimensional, square matrix
* @param {number} y a positive, integer value
* @returns {Array}
* @private
*/
function _powArray(x, y) {
if (!isInteger(y) || y < 0) {
throw new TypeError('For A^b, b must be a positive integer (value is ' + y + ')');
}
// verify that A is a 2 dimensional square matrix
var s = size(x);
if (s.length != 2) {
throw new Error('For A^b, A must be 2 dimensional (A has ' + s.length + ' dimensions)');
}
if (s[0] != s[1]) {
throw new Error('For A^b, A must be square (size is ' + s[0] + 'x' + s[1] + ')');
}
var res = eye(s[0]).valueOf();
var px = x;
while (y >= 1) {
if ((y & 1) == 1) {
res = multiply(px, res);
}
y >>= 1;
px = multiply(px, px);
}
return res;
}
/**
* Calculate the power of a 2d matrix
* @param {Matrix} x must be a 2 dimensional, square matrix
* @param {number} y a positive, integer value
* @returns {Matrix}
* @private
*/
function _powMatrix (x, y) {
return matrix(_powArray(x.valueOf(), y));
}
return pow;
}
exports.name = 'pow';
exports.factory = factory;