Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A novel application to the optimization of neural networks is presented in this paper. Here, the ight and architecture optimization of neural networks can be formulated as a mixed-integer optimization problem. And then a mixed-integer evolutionary algorithm (Mixed-Integer Hybrid Differential Evolution, MIHDE) is used to optimize the neural network. Finally, the optimized neural network is applied to the prediction of chaotic time series. The satisfactory results are achieved, and demonstrate that the neural network optimized by MIHDE can effectively predict the chaotic time series.
['Yung-Chin Lin', 'Yung-Chien Lin', 'Wen-Cheng Chang', 'Kuo-Lan Su']
I am writing a research paper on a idea Evolutionary Neural Networks with Mixed-Integer Hybrid Differential Evolution
[{"from": "human", "value": "I am writing a research paper on a idea Evolutionary Neural Networks with Mixed-Integer Hybrid Differential Evolution"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A novel application to the optimization of neural networks is presented in this paper. Here, the ight and architecture optimization of neural networks can be formulated as a mixed-integer optimization problem. And then a mixed-integer evolutionary algorithm (Mixed-Integer Hybrid Differential Evolution, MIHDE) is used to optimize the neural network. Finally, the optimized neural network is applied to the prediction of chaotic time series. The satisfactory results are achieved, and demonstrate that the neural network optimized by MIHDE can effectively predict the chaotic time series."}]