Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In genetic algorithms, commonly used crossover operators such as one-point, two-point and uniform crossover operator are likely to destroy the information obtained in the evolution because of their random choices of crossover points. To overcome this defect, a new adaptive crossover operator based on the Rough Set theory is proposed in this paper. By using this specialized crossover operator, useful schemata can be found and have a higher probability of surviving recombination regardless of their defining length.  compare the proposed crossover operator's performance with the two-point crossover operator on several typical function optimization problems. The experiment results show that the proposed crossover operator is more efficient.
['Fan Li', 'Qihe Liu', 'Fan Min', 'Guo-Wei Yang']
I am writing a research paper on a idea A new adaptive crossover operator for the preservation of useful schemata
[{"from": "human", "value": "I am writing a research paper on a idea A new adaptive crossover operator for the preservation of useful schemata"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In genetic algorithms, commonly used crossover operators such as one-point, two-point and uniform crossover operator are likely to destroy the information obtained in the evolution because of their random choices of crossover points. To overcome this defect, a new adaptive crossover operator based on the Rough Set theory is proposed in this paper. By using this specialized crossover operator, useful schemata can be found and have a higher probability of surviving recombination regardless of their defining length.  compare the proposed crossover operator's performance with the two-point crossover operator on several typical function optimization problems. The experiment results show that the proposed crossover operator is more efficient."}]