/// <inheritdoc/>
public override IDictionary <TPlayer, Rating> CalculateNewRatings <TPlayer>(GameInfo gameInfo,
IEnumerable <IDictionary <TPlayer, Rating> > teams, params int[] teamRanks)
{
Guard.ArgumentNotNull(gameInfo, "gameInfo");
ValidateTeamCountAndPlayersCountPerTeam(teams);
RankSorter.Sort(ref teams, ref teamRanks);
List <IDictionary <TPlayer, Rating> > teamList = teams.ToList();
IDictionary <TPlayer, Rating> winningTeam = teamList[0];
TPlayer winner = winningTeam.Keys.First();
Rating winnerPreviousRating = winningTeam[winner];
IDictionary <TPlayer, Rating> losingTeam = teamList[1];
TPlayer loser = losingTeam.Keys.First();
Rating loserPreviousRating = losingTeam[loser];
var wasDraw = (teamRanks[0] == teamRanks[1]);
var results = new Dictionary <TPlayer, Rating>
{
[winner] = CalculateNewRating(gameInfo, winnerPreviousRating, loserPreviousRating,
wasDraw ? PairwiseComparison.Draw : PairwiseComparison.Win),
[loser] = CalculateNewRating(gameInfo, loserPreviousRating, winnerPreviousRating,
wasDraw ? PairwiseComparison.Draw : PairwiseComparison.Lose)
};
return(results);
}
/// <summary>
/// Calculates the new ELO ratings for players based on the results of a match.
/// </summary>
/// <typeparam name="TPlayer">The type used to identify the player.</typeparam>
/// <param name="gameInfo">Information on how the game calculates win probabilities.</param>
/// <param name="teams">A list of teams and their players.</param>
/// <param name="teamRanks">The ranks of the teams.</param>
/// <returns>A list of players and their new rating.</returns>
public override IDictionary <TPlayer, Rating> CalculateNewRatings <TPlayer>(GameInfo gameInfo, IEnumerable <IDictionary <TPlayer, Rating> > teams, params int[] teamRanks)
{
ValidateTeamCountAndPlayersCountPerTeam(teams);
RankSorter.Sort(ref teams, ref teamRanks);
var teamsList = teams.ToList();
var deltas = new Dictionary <TPlayer, IDictionary <TPlayer, double> >();
for (var iCurrentTeam = 0; iCurrentTeam < teamsList.Count; ++iCurrentTeam)
{
for (var iOtherTeam = 0; iOtherTeam < teamsList.Count; ++iOtherTeam)
{
if (iOtherTeam == iCurrentTeam)
{
continue;
}
var currentTeam = teamsList[iCurrentTeam];
var otherTeam = teamsList[iOtherTeam];
var comparison = (PairwiseComparison)Math.Sign(teamRanks[iOtherTeam] - teamRanks[iCurrentTeam]);
foreach (var currentTeamPlayerRatingPair in currentTeam)
{
foreach (var otherTeamPlayerRatingPair in otherTeam)
{
UpdateDuels(gameInfo, deltas, currentTeamPlayerRatingPair.Key,
currentTeamPlayerRatingPair.Value, otherTeamPlayerRatingPair.Key,
otherTeamPlayerRatingPair.Value, comparison);
}
}
}
}
var result = new Dictionary <TPlayer, Rating>();
foreach (var currentTeam in teamsList)
{
foreach (var currentTeamPlayerPair in currentTeam)
{
var currentPlayerAverageDuellingDelta = deltas[currentTeamPlayerPair.Key].Values.Average();
result[currentTeamPlayerPair.Key] = new EloRating(currentTeamPlayerPair.Value.Mean + currentPlayerAverageDuellingDelta);
}
}
return(result);
}
public override IDictionary <TPlayer, Rating> CalculateNewRatings <TPlayer>(GameInfo gameInfo, IEnumerable <IDictionary <TPlayer, Rating> > teams, params int[] teamRanks)
{
Guard.ArgumentNotNull(gameInfo, "gameInfo");
ValidateTeamCountAndPlayersCountPerTeam(teams);
RankSorter.Sort(ref teams, ref teamRanks);
var factorGraph = new TrueSkillFactorGraph <TPlayer>(gameInfo, teams, teamRanks);
factorGraph.BuildGraph();
factorGraph.RunSchedule();
var probabilityOfOutCome = factorGraph.GetProbabilityOfRanking();
return(factorGraph.GetUpdatedRatings());
}
/// <summary>
/// Calculates the new ELO ratings for players based on the results of a match.
/// </summary>
/// <typeparam name="TPlayer">The type used to identify the player.</typeparam>
/// <param name="gameInfo">Information on how the game calculates win probabilities.</param>
/// <param name="teams">A list of teams and their players (in this case should always be two teams with
/// one player each).</param>
/// <param name="teamRanks">The ranks of the teams (i.e. which player came first and which player came
/// second).</param>
/// <returns>A list of players and their new rating</returns>
public override IDictionary <TPlayer, Rating> CalculateNewRatings <TPlayer>(
GameInfo gameInfo, IEnumerable <IDictionary <TPlayer, Rating> > teams,
params int[] teamRanks)
{
ValidateTeamCountAndPlayersCountPerTeam(teams);
RankSorter.Sort(ref teams, ref teamRanks);
var result = new Dictionary <TPlayer, Rating>();
var isDraw = (teamRanks[0] == teamRanks[1]);
var player1 = teams.First().First();
var player2 = teams.Last().First();
var player1Rating = player1.Value.Mean;
var player2Rating = player2.Value.Mean;
result[player1.Key] = CalculateNewRating(gameInfo, player1Rating, player2Rating, isDraw ? PairwiseComparison.Draw : PairwiseComparison.Win);
result[player2.Key] = CalculateNewRating(gameInfo, player2Rating, player1Rating, isDraw ? PairwiseComparison.Draw : PairwiseComparison.Lose);
return(result);
}
/// <inheritdoc/>
public override IDictionary <TPlayer, Rating> CalculateNewRatings <TPlayer>(GameInfo gameInfo,
IEnumerable <IDictionary <TPlayer, Rating> > teams, params int[] teamRanks)
{
Guard.ArgumentNotNull(gameInfo, "gameInfo");
ValidateTeamCountAndPlayersCountPerTeam(teams);
RankSorter.Sort(ref teams, ref teamRanks);
var team1 = teams.First();
var team2 = teams.Last();
var wasDraw = (teamRanks[0] == teamRanks[1]);
var results = new Dictionary <TPlayer, Rating>();
UpdatePlayerRatings(gameInfo, results, team1, team2,
wasDraw ? PairwiseComparison.Draw : PairwiseComparison.Win);
UpdatePlayerRatings(gameInfo, results, team2, team1,
wasDraw ? PairwiseComparison.Draw : PairwiseComparison.Lose);
return(results);
}