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Advances, Systems and Applications

Journal of Cloud Computing Cover Image

Table 15 The impact of the crossover 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

Configuration Result
Population size No. of generations Crossover rate Mutation rate Fitness Duration
35 7 0.50 0.015 176 1,763,287
35 7 0.55 0.015 173 1,816,652
35 7 0.60 0.015 170 2,021,755
35 7 0.65 0.015 165 2,164,869
35 7 0.70 0.015 161 2,267,017
35 7 0.75 0.015 160 2,398,733
35 7 0.80 0.015 158 2,567,368
35 7 0.85 0.015 157 2,628,260
35 7 0.90 0.015 155 2,840,778
35 7 0.95 0.015 155 3,070,889