Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a dual particle swarm optimization (PSO) algorithm for parameter identification of chaotic systems.  also consider altering the search range of individual particles adaptively according to their objective function value.  consider both noiseless and noisy channels beten the original system and the estimation system. Finally,  verify the effectiveness of the proposed dual PSO method by estimating the parameters of the Lorenz system using two different data acquisition schemes. Simulation results show that the proposed method always outperforms the traditional PSO algorithm.
['Yunxiang Jiang', 'Francis C. M. Lau', 'Shiyuan Wang', 'Chi K. Tse']
I am writing a research paper on a idea Parameter Identification of Chaotic Systems by a Novel Dual Particle Swarm Optimization
[{"from": "human", "value": "I am writing a research paper on a idea Parameter Identification of Chaotic Systems by a Novel Dual Particle Swarm Optimization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  propose a dual particle swarm optimization (PSO) algorithm for parameter identification of chaotic systems.  also consider altering the search range of individual particles adaptively according to their objective function value.  consider both noiseless and noisy channels beten the original system and the estimation system. Finally,  verify the effectiveness of the proposed dual PSO method by estimating the parameters of the Lorenz system using two different data acquisition schemes. Simulation results show that the proposed method always outperforms the traditional PSO algorithm."}]