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The pseudo-code of the proposed DMOIOB algorithm is given in Algorithm 2. DMOIOB algorithm iteratively updates the antigens population until user-defined number of generation are generated and last converges to the optimal solution.
The number of Generation X hippies who stand around the corners asking for money has now grown just as has the number of people who cannot afford a place to live.
MaxGen is the maximum number of generation iterations allowed.
Figure 17 Completion time according to number of generation.
Figure 18 Average Utilization according to number of generation.
When the number of generation is increased to 20,000, we obtained better results.
This will allow the GA to converge for a fixed number of generation cycles.
Best results are obtained for the number of generation 20,000.
However, when the number of generation is increased, the computation time is also increased.
When the number of generation reaches, the iterations would be terminated.
Mutation, population size, number of generation, crossover, and reproduction parameters affected the evolution process.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com