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摘　要:提出一种新的基于Pareto多目标进化免疫算法(PMEIA)。算法在每一代进化群体中选取最优非支配抗体保存到记忆细胞文档中 同时引入Parzen窗估计法计算记忆细胞的熵值,根据熵值对记忆细胞文档进行动更新,使算法向着理想Pareto最优边界搜索。此外,算法基于点在目标空间分况进行克隆选择,有利于得到分布较广的Pareto最优边界,且加快了收敛速度。与已有算法相比, PMEIA在收敛性、多样性,以及解的分布性方面都得到很好的提高。(Abstract:This paperproposed a new pareto-based multi-object evolutionary mi mune algorithm(PMEIA). PMEIA selected optmi alnon-dominated antibodieswhichwere then reserved inmemory cellarchive, and introducedParzenwindow to calculate entropy ofmemory cells. Updated thememory cell archive according to entropy ofmemory cells. This guarantees the conver- gence to the true Pareto fron.t Moreover, the performance of clone selection was dependent on distribution in the objective space, whichwas favorable forgetting awidely spreadPareto frontand mi proving convergence speed. Comparedwith the exis- ted algorithms, the obtained solutions ofPMEIA havemuch betterperformance in the convergence, diversity and distribution.)

说明：  MIMO2发2收,采用波束成形技术的BER计算,采用的是BPSK调制,并和发射端未使用beamforming进行了比较(Script for computing the BER for BPSK modulation in a Rayleigh fading channel with and without transmit beamforming)

关于bragg光纤的电磁波横模的计算，用其可以给加好的了解bragg的模式特性(on the transverse mode of the electromagnetic wave, can be used to increase their understanding of good characteristics of the model bragg)

该函数是常用于求解采样信号的起点的matlab函数(matlab function used for the start point of signal)

粒子滤波仿真程序，可以给初学者以帮助，程序中有详尽的解释(Particle filter simulation program, beginners can give to help, there is a detailed explanation on the program )

实现车俩的实时监控导航，包括车流量的检测，轨迹分析等等，内容。(They realize the real-time monitoring of vehicle navigation, including flow testing, trajectory analysis, etc., content.)

PLOTTING PHASOR QUANTITIES USING MATLAB IN PSCAD A simple case which uses MATLAB for ploting phasor quantities. Apply the fault during simulation run and observe phasor quantities (you can change type of fault) WARNING * This case only works if you use the Compaq/Intel Fortran Compiler. (PLOTTING PHASOR QUANTITIES USING MATLAB IN PSCAD A simple case which uses MATLAB for ploting phasor quantities. Apply the fault during simulation run and observe phasor quantities (you can change type of fault) WARNING * This case only works if you use the Compaq/Intel Fortran Compiler. )

利用matlab的GUI模块搭建了拍振的产生，两列同频率的叠加。(Using the GUI module of MATLAB to set up the production of the beat vibration, the two column of the same frequency of the superposition.)

基于Matlab上，实现GMSK调制解调，Simulink文件。(Matlab-based, the realization of GMSK modulation and demodulation, Simulink files.)

Examples of butterworth bilineal transforamtion