aiparking_api/node_modules/random/dist/distributions/poisson.js
2020-02-02 15:24:30 +07:00

91 lines
2.3 KiB
JavaScript

'use strict';
Object.defineProperty(exports, "__esModule", {
value: true
});
var _owLite = require('ow-lite');
var _owLite2 = _interopRequireDefault(_owLite);
function _interopRequireDefault(obj) { return obj && obj.__esModule ? obj : { default: obj }; }
var logFactorialTable = [0.0, 0.0, 0.69314718055994529, 1.7917594692280550, 3.1780538303479458, 4.7874917427820458, 6.5792512120101012, 8.5251613610654147, 10.604602902745251, 12.801827480081469];
var logFactorial = function logFactorial(k) {
return logFactorialTable[k];
};
var logSqrt2PI = 0.91893853320467267;
exports.default = function (random) {
var lambda = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : 1;
(0, _owLite2.default)(lambda, _owLite2.default.number.positive);
if (lambda < 10) {
// inversion method
var expMean = Math.exp(-lambda);
return function () {
var p = expMean;
var x = 0;
var u = random.next();
while (u > p) {
u = u - p;
p = lambda * p / ++x;
}
return x;
};
} else {
// generative method
var smu = Math.sqrt(lambda);
var b = 0.931 + 2.53 * smu;
var a = -0.059 + 0.02483 * b;
var invAlpha = 1.1239 + 1.1328 / (b - 3.4);
var vR = 0.9277 - 3.6224 / (b - 2);
return function () {
while (true) {
var u = void 0;
var v = random.next();
if (v <= 0.86 * vR) {
u = v / vR - 0.43;
return Math.floor((2 * a / (0.5 - Math.abs(u)) + b) * u + lambda + 0.445);
}
if (v >= vR) {
u = random.next() - 0.5;
} else {
u = v / vR - 0.93;
u = (u < 0 ? -0.5 : 0.5) - u;
v = random.next() * vR;
}
var us = 0.5 - Math.abs(u);
if (us < 0.013 && v > us) {
continue;
}
var k = Math.floor((2 * a / us + b) * u + lambda + 0.445) | 0;
v = v * invAlpha / (a / (us * us) + b);
if (k >= 10) {
var t = (k + 0.5) * Math.log(lambda / k) - lambda - logSqrt2PI + k - (1 / 12.0 - (1 / 360.0 - 1 / (1260.0 * k * k)) / (k * k)) / k;
if (Math.log(v * smu) <= t) {
return k;
}
} else if (k >= 0) {
if (Math.log(v) <= k * Math.log(lambda) - lambda - logFactorial(k)) {
return k;
}
}
}
};
}
};
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