请给我Aumann-Shapley值法的matlab代码
时间: 2024-03-09 16:49:13 浏览: 197
以下是Aumann-Shapley值法的matlab代码示例:
```matlab
function [aumann_shapley_values] = aumann_shapley(v)
% Aumann-Shapley value for a cooperative game.
% Inputs:
% v: a square symmetric matrix representing the worth of all possible coalitions.
% Outputs:
% aumann_shapley_values: a vector containing the Aumann-Shapley value for each player.
n = size(v,1); % number of players
aumann_shapley_values = zeros(n,1);
for i = 1:n % for each player i
S = nchoosek(1:n-1,i-1); % all possible coalitions excluding player i
num_S = size(S,1); % number of possible coalitions
payoffs = zeros(num_S,1); % payoffs for each coalition
for j = 1:num_S % for each coalition
coalition = [S(j,:),i]; % add player i to the coalition
payoffs(j) = sum(v(coalition,coalition)); % calculate the payoff for the coalition
end
aumann_shapley_values(i) = sum(payoffs.*factorial(i-1).*factorial(n-i))./factorial(n); % calculate the Aumann-Shapley value for player i
end
end
```
此代码实现了对任意大小的玩家集合的Aumann-Shapley值计算,其中输入矩阵v是对称矩阵(行列数相等),表示可能联盟的价值。输出是一个向量,其中第i个元素是第i个玩家的Aumann-Shapley值。
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