Chess rating calculation

Chess rating calculation is typically done using the Elo rating system. The Elo system is a method for calculating the relative skill levels of players in two-player games such as chess. It was developed by Arpad Elo and has been widely adopted in chess and other competitive games.
Here's a simplified explanation of how the Elo rating calculation works in chess:
1. Each player starts with an initial rating, often denoted as "R0" or "rating0." For beginners, this rating is typically around 1000.
2. When two players compete against each other, the outcome of the game determines how their ratings will change. The result can be one of three possibilities: win (W), loss (L), or draw (D).
3. Based on the expected outcome, the rating change is calculated using the following formulas:
- For a win:
R1 = R0 + K × (S - E)
- For a loss:
R1 = R0 - K × (1 - E)
- For a draw:
R1 = R0 + K × (D - E)
Where:
- R1: The new rating after the game
- R0: The previous rating before the game
- K: The rating adjustment constant (a value that determines how much the ratings change, typically set to 32 for most chess organizations)
- S: The score (1 for a win, 0 for a loss, 0.5 for a draw)
- E: The expected score (calculated using the players' ratings)
4. The expected score (E) is determined by the formula:
E = 1 / (1 + 10^((R2 - R1) / 400))
Where:
- R2: The rating of the opponent
5. After each game, the ratings of both players are updated accordingly. The rating change depends on the rating difference between the players and the result of the game.
6. Steps 2-5 are repeated for every game played, continuously updating the players' ratings based on their performance.
It's important to note that there are variations and refinements to the Elo system, such as the K-factor adjustment for different player groups and performance-based adjustments, but the basic principles outlined above provide a general understanding of how chess ratings are calculated.
Courtesy: OPENAI