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衡量两个次序的差异的指标
1. Fitness
\[ F = \frac{1}{Z} \sum_j \frac{w_j}{\alpha (|p_i - q_j|+1) + (1-\alpha) p_i} \]
其中:
2. Kendall tau distance (wikipedia)
\[ K = \frac{2}{N(N-1)} \sum_{i=1}^{N-1} \sum_{j<i}^N k(i,j) \]
\[ k(i,j) = \begin{cases} 1 & \text{(if $i$, $j$ is in same order)} \\ 0 & \text{(if $i$, $j$ isnot in same order)} \end{cases} \]
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原文地址:http://www.cnblogs.com/gravity/p/4228311.html