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- :针对粒子群算法进行多极点函数优化时 存在的局部极小点和搜寻效率低的问题,引入了小 生境的思想到粒子群算法中,以粒子的最好位置为 中心,粒子的最好的个体解对应的适应值为半径建 立圆形小生境。stretching 技术,其次对子群体采用解散策略,即当在子群体中找到一个极值点后把子群体解散回归主群体,最 后设置子群体创建时的半径阈值,避免子群体半径过大。该算法解决了标准的NichePS0算法在处理 多峰函数时,极值点的个数依赖于子群体个数及极值点容易出现重复、遗漏
pso
- 粒子群算法的一些程序 标准PSO算法 范例 -PSO Matlab progam
mpso
- 标准微粒群算法的改进,采用粒子变异,以克服陷入局部最优-The improvement of the standard particle swarm algorithm, particle variation to overcome falling into local optimum
POS
- 粒子群新的优化算法,具体的功能与标准的粒子群优化算法进行了详细对比-A new particle swarm optimization algorithm, and the specific function and the standard particle swarm optimization algorithm makes a detailed contrast
simplePSO
- 编写的一个简单的粒子群算法例子,含有一个标准函数。便于新手学习-Prepared by a simple particle swarm algorithm for example, contains a standard function. Easy for novices to learn
1
- 下面的函数BaseStepPso实现了标准全局版粒子群算法的单步更新位置速度的功能-The following function BaseStepPso to realize one-step global version of standard particle swarm optimization algorithm to update the position of the speed function following BaseStepPso function to achieve t
MINI-PSO
- 粒子群算法演示,对标准的粒子群算法进行了实例演示,让读者能快速理解并运用-Descr iption for PSO algorithm
PSO
- 应用粒子群算法,进行全局寻优,实现了标准全局版粒子群算法的单步更新-Particle swarm optimization, global optimization, single-step update of the standard global version of the particle swarm algorithm
PSO
- 标准的PSO算法(粒子群算法)程序代码,对初学者有很大的帮助。-Standard PSO algorithm of PSO (particle swarm algorithm code), will be of great use for beginners
SECPSO
- 二阶粒子群,比pso更加精确更加灵敏地优化函数。在标准pso算法中,微粒的飞行速度仅仅是微粒当前位置的函数,而二阶粒子群算法中微粒飞行速度的变化与微粒位置的变化有关-Second swarm, more sensitive and more accurate than pso optimize function. Pso algorithm in the standard, the particle particle flight speed is only a function of the
PSO-matlab-code-and-test-function
- 粒子群优化算法(PSO),matlab代码,包含23个标准测试函数。-Particle swarm optimization (PSO), matlab code, including 23 standard test functions.
PSOaMAPSO-reactive-power-opti
- 标准14节点的无功优化,粒子群算法和多智能体粒子群算法的实现,需要放到matpowe里。-ieee14 nodes system reactive optimized to achieve PSO and Multi-Agent particle swarm algorithm, need to put matpower environment.
pso-for-fresh-leaner
- 粒子群算法,适合初学者学习使用。采用了标准的格式,附加了百分号说明步骤。-"PSO",it is appropriate for fresh learner to use it and it has explanation
IWORP
- 压缩文件中包含7个常用标准测试函数的matlab的源代码,1个粒子群优化算法的C++源代码,还包含一个基于随机扰动的改进杂草优化算法IWORP,以上这些代码都很实用,而且算法收敛精度达到10的负11次方。-Compressed file contains 7 standard test functions matlab 1 source code, C++ source code and a particle swarm optimization algorithm, also includes
PSO-algorithm
- 标准的粒子群优化算法代码,可以直接运行。-Particle swarm optimization algorithm code standard, can be directly run.
PSOGSA
- 引力搜索算法与粒子群算法结合的混合算法,多大量的标准测试函数进行测试-Hybrid algorithm gravitational search algorithm and particle swarm algorithm combining multiple large number of standard test functions for testing
NBPSO
- 本代码为二进制多目标粒子群优化算法,标准测试函数下优化效果良好-This code is a binary multi-objective particle swarm optimization, optimization under standard test functions to good effect
fit-pso
- 带fitness的粒子群算法,希望为研究pso的人们提供一个功能较为完备、简单易学的标准版本,-PSO algorithm with fitness is provided people who want to study PSO a more complete, easy standard version,
bbo
- D Simon的生物地理学优化算法,内亦包含相同环境下的其他优化算法,如粒子群算法、差分进化等,且含有标准测试函数-D Simon s biogeography optimization algorithm, also contain other optimization algorithms within the same environment, such as particle swarm optimization, differential evolution, etc., and co
main_test2
- MATLAB编程,粒子群算法标准例程,结果图像显示,算法简单,完全好用,希望对大家有所帮助。-MATLAB programming particle swarm optimization algorithm for standard routines, the resulting images show that the algorithm is simple, fully working, we want to help.