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Table 2 The standard deviation and the average of the evaluation criteria for the algorithms

From: Improving the interactive genetic algorithm for customer-centric product design by automatically scoring the unfavorable designs

 

The number of generations

The number of evaluations

The mean of evaluating time (second)

Std. dev

Average

Std. dev

Average

Std. dev

Average

Simple interactive genetic algorithm

2.59

5.77

13.76

35.33

92.93

130.97

Multi-stage interactive genetic algorithm

2.19

3.91

29.64

54.13

57.12

119.95

Proposed method

1.29

3.06

5.16

16.71

21.50

52.18