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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用领域-Particle Swarm Optimization (PSO) is an evolutionary technology (evolutionary computation). Predatory birds originated from the research PSO with similar genetic algorithm is based on iterative optimization tools. Initialize the system for a group of random solutions, through iterative search for the optimal values. However, there is no genetic algorithm with the cross - (crossover) and the variation (mutation). But particles in the solution space following the optimal particle search. The steps detailed chapter on the future of genetic algorithm, the advantages of PSO is simple and easy to achieve without many parameters need to be adjusted. Now it has been widely used function optimization, neural networks, fuzzy systems control and other genetic algorithm applications
Update : 2008-10-13 Size : 16.24kb Publisher : 张正

多目标进化算法源代码-more evolutionary algorithm source code
Update : 2025-02-17 Size : 885kb Publisher : 刘鑫

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用领域-Particle Swarm Optimization (PSO) is an evolutionary technology (evolutionary computation). Predatory birds originated from the research PSO with similar genetic algorithm is based on iterative optimization tools. Initialize the system for a group of random solutions, through iterative search for the optimal values. However, there is no genetic algorithm with the cross- (crossover) and the variation (mutation). But particles in the solution space following the optimal particle search. The steps detailed chapter on the future of genetic algorithm, the advantages of PSO is simple and easy to achieve without many parameters need to be adjusted. Now it has been widely used function optimization, neural networks, fuzzy systems control and other genetic algorithm applications
Update : 2025-02-17 Size : 16kb Publisher :

几何偏微分方程方法应用于曲线演化的一个小程序,这里是一个matlab的源程序,不是十分复杂,显示了一个哑铃形状的曲线演化的过程-geometric partial differential equations method has been applied to the evolution of the curve of a small program here is a source of Matlab, is not very complex, and shows a dumbbell-shaped curve of the evolutionary process
Update : 2025-02-17 Size : 1kb Publisher : 贺静芳

DL : 0
将博弈理论与演化算法结合起来,开发了一种新进化优化的算法-of Game Theory and combining evolutionary algorithm, the development of a new evolutionary optimization algorithm
Update : 2025-02-17 Size : 1kb Publisher : 刘伟兵

改进的水平集方法,采用C_V模型进化。为多相位-improve the level set method, C_V evolutionary model. For the multi-phase
Update : 2025-02-17 Size : 9kb Publisher : kevin

DL : 0
针对TSP问题,提出了一种改进的遗传算法。在遗传算法中引入进化算法的思想,在此基础上提出顶端培育策略和分阶段策略,以求在保证群体多样性的同时加快收敛速度。-against TSP, an improved genetic algorithms. Genetic Algorithm evolutionary algorithm introduced the idea that the basis of this proposed strategy and cultivating top phased strategy groups in order to ensure diversity at the same time speed up the convergence.
Update : 2025-02-17 Size : 9kb Publisher :

非常不错的非线性非高斯环境下的粒子滤波程序进化算法-very good non-linear environment Gaussian filter particles procedures evolutionary algorithm
Update : 2025-02-17 Size : 10kb Publisher : 侯睿

基于进化算法的多目标优化,以matlab程式所寫成,請大家參考參考-evolutionary algorithm based on the multi-objective optimization to written Matlab program, please refer to reference
Update : 2025-02-17 Size : 363kb Publisher :

遗传算法程序 主要程序 ga.m 遗传算法核心程序 BinaryExample.m 二进制编码应用程序 FloatExample.m 浮点编码的应用程序 相关算子及函数 initializega.m 种群初始化函数 simpleXover.m 用于二进制编码的简单交叉算子 arithXover.m 用于浮点编码的算术交叉算子 binaryMutation 用于二进制编码的变异算子 nonMutation.m 用于浮点编码的非均匀变异算子 roulette.m 轮盘选择算子 normGeomSelect.m 标准化几何分布排序选择算子 maxGenTerm.m 以最大进化代数为判别条件的进化终止函数 calcbits.m 计算二进制编码染色体串长度的函数 f2b.m 由浮点表达到二进制表达的转换函数 b2f.m 由二进制表达到浮点表达的转换函数 parse.m 字符串识别函数 delta.m 非均匀变异的变异量计算函数 exampleFn 一个二元函数 startup.m 进行路径设置-Genetic Algorithm main proceedings ga.m GA BinaryExample core program. m binary floating-point applications FloatExample.m coding applications relevant operator and function initializega.m Stocks initialization function for binary series simpleXover.m Codes simple crossover operator arithXover.m for floating-point arithmetic coding crossover operator binaryM utation for binary coding mutation operator nonMutation.m float for the non-coding Uniform mutation operator roulette.m roulette selection operator normGeomSelect.m standards Sort of geometric distribution maxGenTerm.m selection operator algebras with the greatest evolutionary criterion for the evolution of termination calcbits.m calculation function binary coding chromosome length of the string from the floating-point functions f2b.m
Update : 2025-02-17 Size : 13kb Publisher : 胡朋

对多目标优化算法NSGA-II算法的改进,该算法进化代数少,但是获得的最终效果特别好!-pair of multi-objective optimization algorithm NSGA-II algorithm, the algorithm evolutionary less algebra, However, the ultimate effect was particularly good!
Update : 2025-02-17 Size : 3kb Publisher : xixilee

该算法是用于量子运算的matlab程序,包括声称量子态,量子寄存器等-the algorithm for quantum computation Matlab procedures, including the claim that quantum states, such as Quantum Register
Update : 2025-02-17 Size : 90kb Publisher : 王黎

多目标优化进化算法目前公认效果收敛性最好的算法NSGA2源码,内有多目标算法的工具箱,对实现其他多目标优化算法很有帮助-Multi-objective optimization evolutionary algorithm is currently recognized as the effect of convergence of the algorithm NSGA2 best source, with a number of target algorithm toolbox for achieving the other multi-objective optimization algorithm for helpful
Update : 2025-02-17 Size : 362kb Publisher : wy

DL : 0
演化算法的一个简单迭代程序,运行后可以看见迭代1000代的结果,权威提供。-Evolutionary algorithm, a simple iterative procedure can be seen running after the iterative generation of the results of 1000, authority to provide.
Update : 2025-02-17 Size : 3kb Publisher :

这是一本讲微分进化的书,进化算法是以遗传算法为代表的一类随机算法的总称,95年由Rainer Storn和Kenneth Prici提出微分进化方法,比传统进化算法更好更简单,2004年该方法的原创者出版了长达580页的微分进化:一种全局优化的实用方法,本书是英文版,似乎还没有中文版,希望对感兴趣的人有用-This is a book stresses differential evolution, evolutionary algorithm based on genetic algorithm to represent a class of random algorithm collectively, 95 by Rainer Storn and Kenneth Prici proposed differential evolution approach, better than the traditional evolutionary algorithm simpler, 2004 The method of the originators of the publication of up to 580 of the differential evolution: A practical method for global optimization, this book is the English version seems to have been the Chinese version, in the hope that people interested in useful
Update : 2025-02-17 Size : 9.39mb Publisher : plow

用Matlab写的差分进化算法程序,基本差分算法的思想很简单,初学者可以自己写完后进行对比。-A differential evolutionary algorithm program
Update : 2025-02-17 Size : 7kb Publisher : xdt

matlab 编写的微分进化算法,供大家学习参考-matlab write differential evolutionary algorithm for everyone to learn information
Update : 2025-02-17 Size : 7kb Publisher : wang

Matlab Feature Selection Greedy MATLAb
Update : 2025-02-17 Size : 77kb Publisher : minimaha

演化博弈matlab程序与作图,里面有代码和最后运行成功的图形,方便使用(evolutionary game code for matlab)
Update : 2025-02-17 Size : 198kb Publisher : 茵陈

用于matlab演化博弈仿真程序及作图,可供借鉴参考。(Matlab evolutionary game simulation program)
Update : 2025-02-17 Size : 223kb Publisher : Judy·
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