example_4_a

摘要:提出了一种新型的人工免疫算法用来解决多目标函数优化问题。基于自然免疫系统固有的优良特性对算法进行了设计和分析。 最后,算法对3个较复杂的多目标问题进行了优化,优化结果能很好地覆盖问题的Pareto最优面,并且把算法与某些混合遗传算法进行 了对比实验,表明人工免疫算法在解决多目标优化问题上具有可观的研究前景。 (Abstract:In order to effectively solve multiobjective optimization problems, a novel artificial immune algorithm is proposed. It is de signed and analyzed based on excellent intrinsic features of nature immune systems. Additionally, the algorithm sensitivity to its tuning pa rameters is briefly assessed. Finally, the algorithm is applied to solve three complex multiobjective optimization problems and the results ca perfectly map the Pareto-optimal fronts. By comparing the algorithm with some genetic algorithms, it shows the good prospect to apply ar tificial immune system to solve multiobjective optimization problems. )

KSVD原始算法：信号稀疏表示中的过完备字典的学习算法(KSVD original algorithm: Signal Sparse Representation of the learning algorithm over-complete dictionary)

这是Simulink关于时钟驱动信号源的模型。希望对初学者有用。(This is the Simulink model about clock drive signal source. Hope useful for beginners. )

用有限元法求解三角形形区域上的Possion方程(using the finite element method triangle-shaped region of Possion equation)

图像处理PPT，适合初学者，介绍各种图像处理方法(Image processing PPT, suitable for beginners, introducing the various image processing methods)

对后项散射去噪声 对目标进行水下去噪处理 (The latter scattering noise underwater target denoising)

EMD的处理程序，并且自带了汽轮机组的部分数据，进行验证比较，EMD初学者的入手资料。(EMD handler, and comes with a steam turbine portion of the data, validated comparison, EMD beginners start with item.)

MATLAB常用函数参考 通用命令. 管理命令和函数. 函数名称. 功能. (MATLAB commonly used functions to the generic command. Management commands and functions. Function name. Function.)

应用BP神经网络对图片进行数字识别，设计GUI界面，操作简单。(BP neural network for digital identification, GUI interface design, simple operation.)

《面向MATLAB工具箱的神经网络理论与应用》一书中实例的所有源代码，及详细说明(ANN，matlab,hop,bp,ART)