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Multi-Agent-Particle-Swarm-Algorithm
结合多智能体的学习、协调策略及粒子群算法,提出了一种基于多智能体粒子群优化的配电网络重构方法。该方法采用粒子群算法的拓扑结构来构建多智能体的体系结构,在多智能体系统中,每一个粒子作为一个智能体,通过与邻域的智能体竞争、合作。能够更快、更精确地收敛到全局最优解。粒子的更新规则减少了算法不可行解的产生,提高了算法效率。实验结果表明,该方法具有很高的搜索效率和寻优性能。(Combining the study of multi-agent technology,coordinating strategies with P$O,a Multi-Agent Particle Swarm Optimization(MA-PSO)algorithm is presented to handle distribution network reconfiguration problem.It applies Von Neuman architecture
of Particle Swarm Optimization algorithm to the composition of multi-agent system.An agent in MA-PSO
represents a particle to PSO and a candidate solution to the optimization problem.In order to decrease fitness value quickly,agents compete and cooper-ate with their agent of neighboring area.Making use of these agent—agent interactions,MA—PSO realizes the purpose of
minimizing
the value of objective function.The rules of particle renovating reduce unfeasible solution in the process
of particle renovating,which raises the algorithm efficiency satty.The experiment results indicate the
prominent efficiency and significant global optima searching performance of MS—PSO.)
- 2012-05-24 17:00:34下载
- 积分:1
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Iagnemma_TRO_07
A Dynamic-Model-Based Wheel Slip Detector
for Mobile Robots on Outdoor Terrain
- 2015-01-11 01:23:02下载
- 积分:1
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CNN_Simple
Particle swarm optimization
- 2019-02-01 14:13:15下载
- 积分:1
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指纹识别
基于指纹匹配技术通过光学传感器捕捉高质量图像的效率,细节为基础的技术不经常在小传感器捕获指纹图像质量较差的图像执行这么好。因此,有必要开发出利用其它特征来处理由传感器捕捉到的指纹图像的新的指纹匹配技术。
- 2022-03-18 06:38:35下载
- 积分:1
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全面的神经网络控制算法程序
用于时频分析算法,对HARQ系统的吞吐量分析,构成不同频率的调制信号,脉冲响应的相关分析算法并检验,各种kalman滤波器的设计,用MATLAB实现动态聚类或迭代自组织数据分析。
- 2022-06-20 03:04:42下载
- 积分:1
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Problems_in_Algorithmic_Algebra
Problems in Algorithmic Algebra
Math book
- 2010-06-09 09:21:29下载
- 积分:1
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m
说明: 光纤光栅的反射谱 包含两段代码 在MATLAB中仿真(the spectrum of fiber)
- 2009-04-21 13:49:50下载
- 积分:1
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BUAT-GUI-MATLAB
tutorial matlab gratis gratis gratsi
- 2013-09-07 05:32:48下载
- 积分:1
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VehicleBridgeMod3
数值计算车桥耦合的分析,,分别考虑不同车载,速度,路面等级等(Numerical analysis axle coupled to consider different car ,, respectively, speed, road grade, etc.)
- 2021-04-01 19:19:07下载
- 积分:1
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ROOTMUSIC
针对非圆信号DOA估计问题,提出了一种基于实值特征值分解 (Eigenvalue decomposition,EVD)的求根MUSIC算法.首先利用非圆信号为实值信号的特点,将阵列上的接收数据及其共轭用欧拉公式转换为实值正弦与 余弦数据,然后将正弦与余弦数据进行串联,从而扩展了数据维数.由于采用实值矩阵的EVD,因此在EVD阶段的运算量简化为复值EVD的1/4.根据 EVD后获得的信号与噪声子空间的特点,对噪声子空间和导向矩阵进行重构以便于可以使用求根MUSIC算法获取对DOA的估计.仿真实验验证了本文算法的 有效性(For the estimation of noncircular signals of DOA, proposes a decomposition value based on real valued features (Eigenvalue decomposition, EVD) the root MUSIC algorithm. Firstly, characteristics of non circular signals for real valued signals, the array data and its conjugate with the Euler formula into real value of sine and cosine and sine and cosine data. The data series, thus expanding the dimension of the data. Because of the use of real valued matrix computation in EVD, so the EVD stage was simplified as a complex valued EVD 1/4. according to the characteristics of signal and noise subspace is obtained after EVD, the noise subspace and orientation matrix reconstruction in order to facilitate the use of DOA can obtain the estimated root MUSIC the algorithm. The simulation results verify the effectiveness of the proposed algorithm)
- 2016-01-23 12:19:35下载
- 积分:1