Measuring quality Sample Clauses

Measuring quality. We now start investigating two methods of measuring the quality of a neighbour- hood structure by: (A1) the average number of operations obtained by using a neighbourhood structure, and (A2) the lowest number of operations after performing several runs. a1 Figure 10 shows the distribution of the number of operations of the expression HEP(F13) after 10 000 SHC runs with the neighbourhood structure that exchanges two random variables. The average of this distribution is somewhere in the middle, but the actual values that one will measure will be either near 51 000 or near 62 000. Thus, the average is not an appropriate measure. a2 So, we decided to measure the lowest score of several runs (A2), because in practice SHC is run in parallel, and so the results are more in line with those from practical applications. Thus, we are interested in the neighbourhood structure that has the lowest expected value of the minimum of k measurements. Here, we can use the expected value E [min (X0, . . . , Xk−1)]: X X−2 k − − 0 + ∑ (Vt+1 Vt) (1 cdf(D, t))
Sample 1
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