Is an RNG Scientific or Mathematic?

Ever wondered how RNGs keep online gaming fair? We break down the maths and science behind Random Number Generators. Get the facts here.

RNGs: Are They Scientific or Mathematic?

If you've spent any time playing online casino and slot games, you've probably come across the term 'RNG'. It's often talked about, but not always well-understood. Is RNG a scientific tool, or is it purely mathematical?  

At Virgin Games, we're serious about play, and that means sharing all there is to know about what's behind all the thrilling action, So, let's dive straight into this fascinating topic to give you a clear breakdown of what RNG really is and how it works.


The role of Random Number Generators (RNGs) 

First off, RNG stands for Random Number Generator. Simply put, it's a microprocessor designed to generate numbers randomly every millisecond when playing online casino games. Those random numbers then produce the result of each game, ensuring total fairness.  

RNGs are important in online gaming, since they guarantee every spin of the slot reels, turn of the roulette wheel, draw of the cards or even throw of the dice is unpredictable and completely random. 

But here's where it gets interesting: ensuring randomness in computing isn't as straightforward as you might think. It can be viewed through two lenses: mathematically and scientifically. Let's look at both.


Mathematical RNG: Algorithms at Play

At its heart, an RNG is usually an algorithm. Algorithms are mathematical processes that produce sequences of numbers that appear random. These algorithms, called Pseudo-Random Number Generators (PRNGs), start with an initial number (the "seed") and use complex calculations to generate a sequence of numbers. 

The key here is the "pseudo" in pseudo-random. PRNGs aren't genuinely random because they depend on mathematical formulas. If you knew the seed and the formula, you could predict the outcomes. However, modern PRNGs used by reputable online casino sites in the UK like Virgin Games employ incredibly complex algorithms that make predictability practically impossible. 


Scientific RNG: True Randomness from Nature

Now, if we're talking about scientific randomness, this is where science steps in. True Random Number Generators (TRNGs) generate randomness from physical processes. Examples include radioactive decay, atmospheric noise, or even quantum phenomena, which are fundamentally unpredictable due to the laws of physics. 

In other words, TRNGs don't rely on mathematical algorithms alone. Instead, they use actual scientific methods to produce randomness. This means TRNGs aren't predictable even theoretically because their randomness comes directly from the natural world.


How Does an RNG Work in Casino Gaming?

Online casino sites typically rely on advanced RNGs. These algorithms run constantly, even when no one's playing, generating thousands of numbers every second. When you hit the "spin" button on your favourite slot game, the game grabs the most recent random number produced by the RNG. This number determines the spin's outcome. 

Here's a simple breakdown of the process: 

  1. Initialisation: The RNG starts with a seed number. 
  2. Algorithm Processing: The seed number goes through mathematical transformations. 
  3. Number Generation: The algorithm produces new random numbers constantly. 
  4. Outcome Determination: When you spin, the latest generated number decides the result. 

Because these algorithms operate at lightning-fast speeds and produce vast sequences of numbers, predicting or manipulating outcomes is virtually impossible.


Ensuring RNGs' Fairness and Security 

RNGs' fairness isn't left to chance. Independent third-party organisations regularly audit and test RNG software used by reputable online casinos. Organisations like eCOGRA (eCommerce Online Gaming Regulation and Assurance) check RNG software to confirm it's fair, unbiased, and secure. 

At Virgin Games, transparency and fairness are non-negotiable. We ensure our RNGs are independently certified, offering players peace of mind that every spin or deal is fair.


The Bottom Line: Is an RNG Scientific or Mathematic?

So, returning to our original question, is an RNG scientific or mathematic? 

The answer: it's both. 

  • Mathematical: Most RNGs in online gaming are algorithm-based, producing randomness through mathematical computations. 
  • Scientific: True Random Number Generators use scientific, physical processes to produce genuine randomness. 

Online gaming primarily utilises mathematical RNGs (PRNGs) because they're efficient, secure, and practically indifferent to true randomness.


Play Confidently with RNGs at Virgin Games

Understanding RNG helps understand how online gaming works. At Virgin Games, our commitment to integrity and transparency means that every game you play is underpinned by robust, fair, and secure RNG technology. 

And if you're an online slot fan, why stop here? RNGs are just part of the bigger picture when it comes to how slots work. Check out what triggers a slot machine to win to discover more about what really goes on behind the reels, how outcomes are decided, and why every spin stays fair and unpredictable.  

At Virgin Games, we're serious about fairness, so you can be serious about enjoying every game. 


Ready for thrilling gameplay? Sign up at Virgin Games today and experience RNG-powered online games you can trust.