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Advances, Systems and Applications

Table 16 The impact of the mutation rate 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

Mutation rate

0.02

0.03

0.04

0.05

0.06

0.07

0.08

0.09

0.1

0.11

Generation

1

175

172

173

169

171

173

171

169

158

158

2

169

165

173

162

171

173

171

169

157

158

3

169

159

156

162

171

171

171

169

157

158

4

158

159

156

162

170

171

171

168

157

158

5

158

159

156

161

168

168

169

168

157

158

6

158

159

154

161

167

168

169

168

157

158

7

158

159

154

161

167

168

168

166

157

158