Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Dynamic optimization problems DOP challenge the performance of the standard Genetic Algorithm GA due to its panmictic population strategy. Several approaches have been proposed to tackle this limitation. Hover, one of the barely studied domains has been the parallel distributed GA dGA, characterized by decentralizing the population in islands communicating through migrations of individuals. In this article,  analyze the influence of the migration period in dGAs for DOPs. Results show how to adjust this parameter for addressing different change severities in a comprehensive set of dynamic test-bed functions.
['Yesnier Bravo', 'Gabriel Luque', 'Enrique Alba']
I am writing a research paper on a idea Influence of the Migration Period in Parallel Distributed GAs for Dynamic Optimization
[{"from": "human", "value": "I am writing a research paper on a idea Influence of the Migration Period in Parallel Distributed GAs for Dynamic Optimization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Dynamic optimization problems DOP challenge the performance of the standard Genetic Algorithm GA due to its panmictic population strategy. Several approaches have been proposed to tackle this limitation. Hover, one of the barely studied domains has been the parallel distributed GA dGA, characterized by decentralizing the population in islands communicating through migrations of individuals. In this article,  analyze the influence of the migration period in dGAs for DOPs. Results show how to adjust this parameter for addressing different change severities in a comprehensive set of dynamic test-bed functions."}]