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- Then, the improved PSO is applied to optimization of the structure and parameters in NN (neural network). 改进的粒子群算法被用于优化神经网络的结构和参数,结果表明:不但网络的结构得到控制,而且泛化性能有了较大的提高。
- An improved PSO algorithm was presented and applied to optimal the PID parameters of electromotor. 为此,提出一种改进的PSO优化算法,并将该算法应用于电机控制系统的PID参数优化设计。
- Experimental results indicate that the ANN based on improved PSO can reduce the times of training and MSE effectively. 仿真实验表明:基于改进型粒子群优化算法的神经网络可以有效降低训练次数和均方误差。
- To get better optimization results, an improved PSO algorithm named IPSO including variance mechanism and local updating mechanism was presented. 为提高其优化求解效果,引入变异机制及局部更新机制对粒子群优化算法进行改进。
- To solve the premature convergence problem of the Particle Swarm Optimization (PSO), an improved PSO method was proposed. 针对粒子群优化算法早熟收敛现象,提出了一种改进的粒子群优化算法。
- Proposes an improved PSO(Particle Swarm Optimizer) called BDPSO(Behavior of Distance PSO) that particles do different behavior due to different regions of the swarm. 摘要 提出一种基于距离行为模型的改进微粒群算法,根据微粒所处区域来调整其飞行的速度。
- The test results based on three benchmark functions show that the improved PSO algorithm has a good performance on global convergency and convergence precision. 基于3个基准测试函数的测试结果显示改进粒子群优化算法具有较好的全局收敛性和收敛精度。
- An improved PSO (particle swarm optimization) algorithm is presented which well addresses slow convergence speed and low calculation precision in the basic PSO algorithm. 摘要提出了一种改进的粒子群算法,很好地解决了基本粒子群算法中易陷入局部最优的缺点。
- Subsequently,we briefly discuss the identifiability of the parameters.Finally,in order to find the optimal parameters of the identification model,an improved PSO algorithm is constructed. 最后结合模型特点构造了一种改进的粒子群优化(PSO)算法求得最优参数,并利用所得的参数进行过程仿真。
- In order to overcome the shortcomings that standard Particle Swarm Optimization(PSO) traps into local optima easily and has a low convergence accuracy,an improved PSO algorithm is proposed. 摘要 针对标准粒子群算法容易陷入局部最优、收敛精度低的缺点,提出了一种改进的粒子群算法。
- A Study of Application of An Improved PSO Algorithm in BP Network 一种改进的粒子群算法在BP网络中的应用研究
- Neural Network Ensembles Based on Improved PSO Algorithm 基于改进的PSO算法的神经网络集成
- Study on Optimization of PID Parameter Based on Improved PSO 基于改进粒子群算法的PID参数优化方法研究
- Improved PSO algorithm and its application in short-term generation scheduling 基于改进PSO算法的短期发电计划研究
- Have standards of morality improved? 道德标准是否有所改进?
- She is an improved edition of her mother. 她长得像她母亲但胜过她母亲。
- Our packing method shall be improved. 我们的包装方法应加以改进。
- His writing has improved greatly in this semester. 这学期他的写作有了很大进步。
- The relationship between them is being improved. 他们之间的关系正在改善。
- Improved PSO Used in Optimized Configuration of Compensation Capacitor 改进的PSO在补偿电容器优化配置中的应用