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1
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1answer
108 views

Big O notation of randomness

I was thinking about inefficient algorithms based on randomness and wondered how to categorise them. For instance. Say you wanted to generate all the numbers from 1 to N in a random order but only ...
16
votes
4answers
5k views

Predicting the output of PHP's rand()

I've read in numerous sources that the output of PHP's rand() is predictable as its a PRNG, and I mostly accept that as fact simply because I've seen it in so many places. I'm interested in a ...
-1
votes
3answers
144 views

How “good” are PC randomly generated variables? [closed]

I read that computers count random variables by some algorithm, so the value of the variable is predictable and is called a pseudo random variable. For real randomness one should connect a Geiger ...
1
vote
3answers
94 views

Generate random numbers with certain spikes? [duplicate]

I am trying to generate random numbers to simulate steering wheel angles and velocities of a car. So for steering wheels the random numbers could go like 1,2,4,6,4,3,40,0. I can generate random ...
3
votes
1answer
76 views

Should changes to FNV-1A's input exhibit the avalanche effect?

This is kind of related to Which hashing algorithm is best for uniqueness and speed?. In that question, the excellently written top answer notes, Randomnessification The other subjective ...
0
votes
1answer
166 views

Would adding more digits be a way to scale a order generation service? [closed]

I am working on interview questions from Amazon.com Software Development Engineer Intern Interview Questions. One of the interviewees was asked "give a scalable system design of Amazon.com's order ...
36
votes
9answers
7k views

Why is it impossible to produce truly random numbers?

I was trying to solve a hobby problem that required generating a million random numbers. But I quickly realized, it is becoming difficult to make them unique. I picked up Algorithm Design Manual to ...
1
vote
2answers
143 views

c++11 random: why different range of int and real?

In the c++11, we now have <random> to produce random number. About uniform distributions, we have following int_distribution and double_distribution: uniform_int_distribution-produces integer ...
0
votes
2answers
134 views

Why is the “period of a (pseudo)random number generator” important?

I've been trying to understand (pseudo)random number generator code from various sources and the concept of the period continues to elude me. To satisfy the minimum level of understanding, I've tried ...
3
votes
1answer
69 views

How specify acceptance criteria for randomness?

How would I express a Behavior Driven Development (BDD) acceptance criteria/story/scenario that indicates items should be random to some degree on a Home screen of an app like Instagram? Here's what ...
2
votes
1answer
127 views

How to randomly get or find a sub-tree (include root node) from a given tree that contains n leaf-nodes

I have a non-binary tree. I want to randomly find a "sub-trees" that are connected from root to leaf which must have at least n leaf-nodes (leaf-nodes of sub-tree must be leaf-nodes of given tree). ...
2
votes
2answers
157 views

On-the-fly, random partition of a range of numbers [0,N] in groups of max M size

Suppose that you have a range of numbers from 0 to N that you want to randomly separate in groups of max M sequential numbers. This is easily done with a bitmap and a random number generator, but it ...
3
votes
3answers
448 views

Choosing a random integer in a range such that it doesn't equal a particular number

Given an integer range and a number within that range, what's a reasonably robust and efficient way to randomly select a new number within the range such that it's not equal to the given number? ...
0
votes
0answers
27 views

Specific weight randomness based on a curve [duplicate]

I had a problem where I had a list of objects and I wanted the ones near the front of the list to "appear more" then the others when chosen randomly. There wasn't any specific weighting involved for ...
1
vote
2answers
399 views

Is generating a large random number more unique than generating each digit in that number?

I'm using a PRNG (PHP's default rand() implementation) to generate unique 16 digit numbers. Does it make sense to generate digits one by one, or the number at once? I'm using PHP.
7
votes
1answer
356 views

Original source of `(seed * 9301 + 49297) % 233280` random algorithm?

If you search for examples of creating a seeded (pseudo)Random number generator, you will run into stuff like this (specific example http://indiegamr.com/generate-repeatable-random-numbers-in-js/): ...
0
votes
2answers
151 views

Permutation tests for large sequences

I would like to perform a permutation test on a particularly large data set, i.e. around 4 million entries. Basically, I need to get some number of random permutations of this data set. Usual way to ...
0
votes
1answer
67 views

No repeated coordinates in random walker ensemble

i'm simulating an ensemble of random walkers in 2D in python, I set [x,y] coordinates of my walkers to be gaussian in a 2D grid, then use a rand array of -1 and +1 to move up down left right: N=20 ...
-1
votes
3answers
184 views

Generate unique integer from two integers with algorithm

I am currently trying to come up with an algoritm which would take at least two numbers (say user IDs) and then come up with an unique number which is generated based on these two numbers. Each ...
-1
votes
1answer
186 views

Unevenly distributed random number generation [duplicate]

Let's say I have to generate random number from 1 to 100, however, the probability of each number is not 1/100, but a predefined probability. How to generate that number? I use Ruby/Python.
3
votes
2answers
210 views

Whether to store all numbers or just their ranges in database for this application

I'm developing a (PHP MySQL) Web App which will sell dynamically generated real time cell phone numbers for cellular companies. A company will ask for, say, a thousand numbers and this app will check ...
-3
votes
3answers
435 views

More Accurate Random in C [closed]

I have 3 IPs and every IP has a weight, I want to return the IP's according to its weights using the random function. For example if we have 3 IP's X with weight 3 Y with weight 3 and Z with weight ...
0
votes
2answers
257 views

What should I use as a random seed in a Brainfuck?

As I understand it, most pseudo-random algorithms work by taking one or more truly random longs, such as the date, time, MAC-Address, serial-number, etc., passing them through a complex series of ...
31
votes
11answers
4k views

Random number generation algorithm for human brains? [closed]

Are you aware of, or have you devised, any practical, simple-to-learn "in-head" algorithms that let humans generate (somewhat "true") random numbers? By "in-head" I mean.. preferably without any ...
34
votes
13answers
4k views

Unit-testing of inherently random/non-deterministic algorithms

My current project, succinctly, involves the creation of "constrainably-random events". I'm basically generating a schedule of inspections. Some of them are based on strict schedule constraints; you ...
3
votes
1answer
122 views

Defining a random “safe” path for a game character

I am writing a game in Java and it can be likened to the recently popular game "Flappy Bird" in the sense that the character moves up and down and the users touch and must avoid the obstacles. The ...
5
votes
6answers
5k views

I need a true random number generator web service [closed]

I need a way to get non-deterministic random numbers on demand for my application. However i do not wish/have the capabilities to build the hardware myself, thus I'm looking for a web service which ...
1
vote
3answers
672 views

How to generate random numbers with a (negative) sloping distribution?

Given a maximum integer value M, I want to generate N integer values that are distributed with a lower frequency when approaching M (preferably M should still have a non-zero probability). I don't ...
1
vote
3answers
436 views

When calling for a random integer from 1-6, how can I make it gradually get less likely to pick a number the bigger it is? [duplicate]

Like having 1 be the most common number and 6 be the least common number. And everything else just leveling out.
0
votes
2answers
244 views

Are random number generators security holes?

If I retrieve a random number from a database (e.g. RAND() in SQL Server) or using a programming language and send this in some form back to a client machine, is there an economic chance I will be ...
-4
votes
1answer
1k views

What's the algorithm of “Shuffle Mode” in audio/music players [closed]

I was researching on how is the "Shuffle mode" in music players implemented and what is the algorithm behind this. How it makes sure that any songs won't repeat? What's the most efficient algorithm ...
33
votes
6answers
3k views

I'd like to write an “ultimate shuffle” algorithm to sort my mp3 collection

I'm looking for pseudocode suggestions for sorting my mp3 files in a way that avoids title and artist repetition. I listen to crooners - Frank Sinatra, Tony Bennett, Ella Fitzgerald etc. singing old ...
1
vote
1answer
538 views

How can I create a set of random numbers based on a total and number of objects?

For example with: Total population = 400000 Number of villages = 800 The average population is 500 How can I randomize the amount of people in each village using a specified deviation (eg +-50) so ...
26
votes
4answers
3k views

Can you use Pi as a crude random number generator?

I recently saw this question over at math.SE. It got me thinking. Could Pi be used as a crude random number generator? I mean the results are well known(how long has pi been computed to now?) but, Pi ...
5
votes
3answers
2k views

How to generate random numbers without making new Random objects?

I'm using this as part of a game, but it's not really a game development question, so I'm putting it on this more general Stack Exchange. The goal is to generate "random" outputs for a fixed integer ...
0
votes
2answers
282 views

How deterministic are SessionIDs from SHA'd GUIDs?

Assume I'm using the following code to generate pseudo-random sessionID's: sessionID = SHA-512(GENERATE-GUID()) The GUIDs are pretty deterministic, i.e. I see lots of GUIDs with a lot of the same ...
3
votes
4answers
1k views

Is there such a thing as truly random? [closed]

I saw a video about random numbers and how the programmer in that video was talking about computers generating pseudo random numbers and that they are not really random. I knew about this. Then he ...
1
vote
2answers
184 views

Random access (read/write) in datastructures

Certain datastructures, like Python's Dictionary, are unordered/random read/written. As programming in python is iterative (and programming in general is?), how do these unordered datastructures ...
2
votes
1answer
162 views

Generating a Nakagami Random Variable

Assuming the only tool for generating random numbers I have available is generating a uniformly distributed variable u on U(0,1). I want to generate a Nakagami Random Variable from it. I know I could ...
1
vote
1answer
183 views

Randomly and uniquely iterating over a range

Say you have a range of values (or anything else) and you want to iterate over the range and stop at some indeterminate point. Because the stopping value could be anywhere in the range, iterating ...
2
votes
3answers
1k views

Best way to choose random element from weighted list

I want to create a simple game. Every so often, a power up should appear. Right now the different kinds of power ups are stored in an array. However, not every power up should appear equally often: ...
12
votes
2answers
1k views

Since Garbage Collection is non-deterministic, why isn't it used for secure random number generation?

I get that /dev/random is a good source of entropy, and is what is usually used-- It's just as I'm reading up on GC, at least in Java, it seems accepted that the garbage collection daemon executes ...
5
votes
1answer
2k views

How Python random shuffle works?

How shuffle from random works in Python? I ask because it works very fast. When I try to write shuffle it works 1 minute for 10^6 element, but Python shuffle does that in 8 sec?
3
votes
2answers
682 views

Which of these two shuffle algorithms is more random?

Which of below two shuffle algorithms (shuffle1 and shuffle2) is more random? public final class Shuffle { private static Random random; public static void shuffle1(final Object[] array) { ...
3
votes
1answer
161 views

Is there a name for a randomized heap?

I've made a container which functions like a Binary Heap in terms of insertions and popping the root element. The key difference is that the comparison steps are all replaced with a random call for ...
14
votes
10answers
1k views

Find out whose turn it is to buy the croissants, accounting for possible absences

A team has decided that every morning someone should bring croissants for everybody. It shouldn't be the same person every time, so there should be a system to determine whose turn it is next. The ...
5
votes
3answers
2k views

random unique pair numbers from two range

I want to write a function that return random unique pair numbers every time call it from a range until resetting it. Something like this: function randomUniquePairs($ranges, $reset = false){ if ...
1
vote
0answers
203 views

Performance of a Skip-List algorithm

Here is a simple code for a randomized skip-list: Coin_Side flip() { if ( random() % 2 == 0 ) return HEADS; else return TAILS; } Note: random() returns an integer that uses ...
8
votes
4answers
1k views

Can a random number generator ever produce different output given identical seeds?

The title sums it up. I'm interested to know if there exists an algorithm capable of producing variable output given identical input without relying on other sources for randomness such as ...
4
votes
1answer
982 views

Randomization of biomes

You know how in Minecraft, the World is ever-expanding and all the biomes are randomized? My generalized question is: In relation to a space simulation that is also ever-expanding as the player moves ...