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粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation),由Eberhart博士和kennedy博士于1995年提出 (Kennedy J,Eberhart R.
Particle swarm optimization.Proceedings of the IEEE International Conference on Neural Networks.1995.1942~1948.)。源于对鸟群捕食的行为研究。粒子群优化算法的基本思想是通过群体中个体
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粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation).源于对鸟群捕食的行为研究 PSO同遗传算法类似,是一种基于叠代的优化工具。系统初始化为一组随机解,通过叠代搜寻最优值。但是并没有遗传算法用的交叉(crossover)以及变异(mutation)。而是粒子在解空间追随最优的粒子进行搜索。详细的步骤以后的章节介绍 同遗传算法比较,PSO的优势在于简单容易实现并且没有许多参数需要调整。目前已广泛应用于函数优化,神经网络训练,模糊系统控制以及其他遗传算法的应
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粒子群算法、遗传算法优化RBF径向基神经网络。-Particle swarm optimization, genetic algorithm optimization of RBF Radial Basis Function Neural Networks.
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particle swarm optimization (PSO) for wirreless sensor networks matlab code
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粒子群算法工具箱,有DEMO程序,可以对16中常见函数测试,并附有神经元网络的训练算法-Particle swarm optimization toolbox, there are DEMO program, you can test for 16 common functions, together with the training algorithm for neural networks
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用粒子群算法和LM算法结合的方式训练神经网络,求函数的最小值。-Using Particle Swarm Optimization and the LM algorithm combines the approach for training neural networks, seeking the minimum value of the function.
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This code is a particle swarm optimization for localization in wireless sensor networks
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5篇有关粒子群优化神经网络的文章,caj格式的-Particle swarm optimization of neural networks related to the article, caj format
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粒子群算法的寻优算法,matlab,神经网络,非线性函数极值寻优-Particle swarm optimization algorithm, matlab, neural networks, nonlinear optimization function extremum
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自适应遗传算法优化RBF神经网络,粒子群算法优化RBF神经网络仿真结果比较。程序可直接运行-Adaptive genetic algorithm to optimize the RBF neural networks, particle swarm optimization on RBF neural network simulation results compared. Program can be run directly
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30个matlab经典智能算法案例分析,包括遗传算法、粒子群算法、神经网络相关案例-30 classic matlab intelligent algorithm case studies, including genetic algorithms, particle swarm optimization, neural networks case
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粒子群算法优化nn神经网络,为优化神经网络参数提供新的思路-Particle Swarm Optimization nn neural networks, to provide new ideas for optimizing neural network parameters
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智能算法:神经网络,极限学习机,遗传算法,粒子群算法,蚁群算法,鱼群算法,人工免疫算法-Intelligent algorithms: neural networks, Extreme Learning Machine, genetic algorithm, particle swarm optimization, ant colony algorithm, fish swarm algorithm, artificial immune algorithm
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神经网络的经典应用,小波神经网络、离散神经网络、模糊神经网络、遗传算法、粒子群优化-Classic application of neural networks, wavelet neural network, discrete neural networks, fuzzy neural networks, genetic algorithms, particle swarm optimization
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使用遗传算法、粒子群优化算法和量子遗传算法对认知无线网络进行频谱分配-Using genetic algorithms, particle swarm optimization algorithm and quantum genetic algorithm for spectrum allocation in cognitive radio networks
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王家映关于地球物理资料非线性反演理论的讲座系列,包括11个文档(地球物理反演问题概述,蒙特卡洛法,模拟退火法,遗传算法,人工神经网络,共轭梯度,同伦反演法,量子遗传算法,蚁群算法,粒子群反演算法,模拟原子跃迁反演法)-Wang Ying on the theory of nonlinear inversion of geophysical data lecture series, including 11 documents (geophysical inversion problems out
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基于多维度的粒子群优化算法的进化人工神经网络,可用于进行图像分类。-
Based on multi-dimensional particle swarm optimization evolutionary artificial neural networks can be used for image classification.
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Three-dimensional localization algorithm of wireless sensor networks
base on particle swarm optimization
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微粒群算法结合神经网络进行建筑能耗预测,有效的提高了预测精度,但是延长了运算时间-building energy consumption prediction using particle swarm optimization and artificial neural networks
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粒子群优化算法PSO是可以用于各种神经网络的优化,然后可以进行分类。包含各种粒子群函数,matlab编写的。-PSO PSO is used to optimize a variety of neural networks, and can be classified. Particle swarm contains various functions, matlab prepared.
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