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PSO-evolutionarycomputation
粒子群优化算法(PSO)是一种进化计算技术(evolutionary computation),有Eberhart博士和kennedy博士发明。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用领域(Particle Swarm Optimization (PSO) is an evolutionary computation technique (evolutionary computation), has Dr. Eberhart and Dr. kennedy invention. Deriving from the behavior of birds of prey PSO with genetic algorithm is similar to an iterative optimization-based tools. System initialization for a group of random solutions, through the iterative search for optimal values. But there is no cross-genetic algorithm used (crossover) and mutation (mutation). But the particles in the solution space of the particles to follow the optimal search. In detail the steps after the introduction sections compared with the genetic algorithm, PSO has the advantage of being simple and easy and did not realize many of the parameters need to be adjusted. Has been widely applied to function optimization, neural network training, fuzzy system control, as well as other genetic algorithm applications)
- 2008-03-19 20:51:36下载
- 积分:1
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SA-updata-monituihuo-MATLAB
这是SA改进的模拟退火算法,并用matlab编码实现(This is the improved simulated annealing algorithm SA, and coded using matlab)
- 2011-10-26 16:46:51下载
- 积分:1
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syndrometrellis
stc coding in embedding using steganography 7
- 2014-10-15 18:23:45下载
- 积分:1
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hmmrecognition
语音识别基于隐形马尔科夫算法,进行特定的汉字识别(Speech recognition based on hidden Markov algorithm, make specific character recognition)
- 2015-01-02 21:44:28下载
- 积分:1
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ofdm_simulation
OFDM 的整个流程的 仿真程序 适于初学者学习ofdm的整个过程()
- 2007-09-21 10:21:01下载
- 积分:1
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fc_tanker
Fuzzy controller for tanker ship heading regulation
- 2010-01-12 02:40:22下载
- 积分:1
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00725225
IEEE PAPER FOR ME MTECH STUDENTS COMPUTER SCIENNCE
- 2013-10-04 18:13:44下载
- 积分:1
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Allan
对陀螺输出噪声误差进行数值分析,提高精度(umerical analysis was carried out on the gyro output noise error, and improve the precision)
- 2015-04-15 16:38:49下载
- 积分:1
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Pr1
基于动态规划的检测前跟踪算法中恒虚警概率的理论计算程序(Pre-test based on dynamic programming tracking algorithm in constant false alarm probability calculation procedure)
- 2010-06-22 19:40:04下载
- 积分:1
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chongxiexiangjiafashixianyuanzhoujuanji
dsp课程设计:使用重叠相加法实现圆周卷积 并验证正确性(chongxiexiangjiafashixianyuanzhoujuanji
)
- 2010-01-19 16:43:06下载
- 积分:1