Skip to main content

Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 13 Impact of population size on the genetic algorithm accuracy

From: Using genetic algorithms to find optimal solution in a search space for a cloud predictive cost-driven decision maker

Configuration Result
Population size No. of generations Crossover rate Mutation rate Fitness Duration
10 6 0.95 0.015 176 657,037
15 6 0.95 0.015 170 858,748
20 6 0.95 0.015 167 1,182,530
25 6 0.95 0.015 166 1,488,723
30 6 0.95 0.015 164 1,881,464
35 6 0.95 0.015 158 2,103,345
40 6 0.95 0.015 158 2,324,168
45 6 0.95 0.015 157 2,787,369
50 6 0.95 0.015 158 3,022,506
55 6 0.95 0.015 156 3,297,244
60 6 0.95 0.015 158 3,678,164
65 6 0.95 0.015 158 4,159,851
70 6 0.95 0.015 157 4,378,326
75 6 0.95 0.015 157 4,724,120
80 6 0.95 0.015 157 5,057,848