Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Global optimization algorithms have received much attention recently.  presented a Knowledge-based Genetic Algorithm (KGA) for the global numerical optimization. In KGA, some innovative operators re proposed by integrating the empirical knowledge with the existing operation. In particular,  proposed two novel operators: knowledge-based mutation operator based on round or immunity operation, and knowledge-based local search operator based on sensitivity analysis and steepest descent method. The experimental results suggest that KGA outperforms to some published algorithms.
['Tie-Jun Zhou', 'Li-Ning Xing']
I am writing a research paper on a idea A Knowledge-Based Genetic Algorithm to the Global Numerical Optimization
[{"from": "human", "value": "I am writing a research paper on a idea A Knowledge-Based Genetic Algorithm to the Global Numerical Optimization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Global optimization algorithms have received much attention recently.  presented a Knowledge-based Genetic Algorithm (KGA) for the global numerical optimization. In KGA, some innovative operators re proposed by integrating the empirical knowledge with the existing operation. In particular,  proposed two novel operators: knowledge-based mutation operator based on round or immunity operation, and knowledge-based local search operator based on sensitivity analysis and steepest descent method. The experimental results suggest that KGA outperforms to some published algorithms."}]