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LCS result simulation
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rounds = 4 | |
teams = ["C9" "COL" "CLG" "EG" "LMQ" "DIG" "CRS" "TSM"] | |
wins = | |
Uint8[ 0 1 2 2 2 2 2 1 ; # C9 | |
2 0 0 1 0 2 2 0 ; # COL | |
1 3 0 2 1 3 1 2 ; # CLG | |
1 2 1 0 0 0 2 0 ; # EG | |
1 3 2 3 0 1 1 3 ; # LMQ | |
1 1 0 3 2 0 1 3 ; # DIG | |
1 1 2 1 2 2 0 0 ; # CRS | |
2 3 1 3 0 0 3 0 ; # TSM | |
] | |
weighted = true | |
# test case | |
# teams = ["LD" "FNC" "ATN" "NIP" "EG" "GG" "SK" "MYM"] | |
# wins = | |
# Uint8[ 0 2 2 2 2 2 3 1 ; # LD | |
# 1 0 3 2 1 3 1 2 ; # FNC | |
# 1 1 0 2 3 0 2 4 ; # ATN | |
# 1 1 1 0 3 3 1 2 ; # NIP | |
# 1 3 0 0 0 3 2 2 ; # EG | |
# 2 0 3 1 0 0 2 3 ; # GG | |
# 1 2 1 2 2 1 0 1 ; # SK | |
# 2 1 0 2 1 0 2 0 ; # MYM | |
# ] | |
function simulatesplit() | |
numteams = length(teams) | |
simwins = zeros(Uint8, numteams, numteams) | |
for team in 1:numteams | |
for vsteam in team+1:numteams | |
w = wins[team, vsteam] | |
l = wins[vsteam, team] | |
gamesleft = rounds - w - l | |
if gamesleft > 0 | |
winrate = 0.5 | |
if weighted | |
winrate = 0.25 + (w / (w + l)) * 0.5 | |
end | |
for i in 1:gamesleft | |
if rand() < winrate | |
w += 1 | |
end | |
end | |
l = rounds - w | |
end | |
simwins[team, vsteam] = w | |
simwins[vsteam, team] = l | |
end | |
end | |
simwins | |
end | |
function ranklt(s) | |
function lt(t1, t2) | |
if t1[2] == t2[2] | |
w = s[t1[1], t2[1]] | |
l = s[t2[1], t1[1]] | |
if w == l | |
return randbool() | |
else | |
return w > l | |
end | |
end | |
t1[2] > t2[2] | |
end | |
end | |
function simulatemulti(n) | |
numteams = length(teams) | |
rankcounts = zeros(typeof(n), numteams, numteams) | |
for i in 1:n | |
s = simulatesplit() | |
teamranks = sortperm([(j, sum(s[j, 1:end])) for j in 1:length(teams)], lt=ranklt(s)) | |
for (rank, team) in enumerate(teamranks) | |
rankcounts[team, rank] = rankcounts[team, rank] + 1 | |
end | |
end | |
percentages = map(x->x/n, rankcounts) | |
println(string("Team | ", join([i for i in 1:numteams], " | "))) | |
println(string(":---:|", join(["---" for i in 1:numteams], "|"))) | |
for team in 1:numteams | |
println(string(teams[team], " | ", join([@sprintf("%.2f%%", n*100) | |
for n in percentages[team, 1:end]], " | "))) | |
end | |
end | |
simulatemulti(100000) | |
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