runExample

模糊PID控制，改进了Pid控制的缺点，结合模糊控制理论，具有更好的控制效果(Fuzzy PID control, and improve the shortcomings of a Pid Control)

说明：  用蚁群算法进行移动机器人路径规划，快速有效的得到了全局最优解。(Ant colony algorithm for mobile robot path planning, quickly and effectively to get the global optimal solution.)

说明：  遗传算法解决无功优化问题，比较全面的程序提供共享(Genetic algorithm to solve reactive power optimization problem, a more comprehensive program to provide shared)

系统参数优化算法，可以用于系统的pid参数寻优，在matlab可以直接寻优(System parameter optimization algorithm can be used for the pid of the system parameter optimization, optimization in matlab can)

二进小波dyadic wavelet dyadic wavelet dyadic wavelet (dyadic wavelet )

线性递减权重粒子群优化算法是从随机解出发，通过迭代寻找最优解，它也是通过适应度来评价解的品质，但它比遗传算法规则更为简单，它没有遗传算法的“交叉”(Crossover) 和“变异”(Mutation) 操作，它通过追随当前搜索到的最优值来寻找全局最优。这种算法以其实现容易、精度高、收敛快等优点引起了学术界的重视，并且在解决实际问题中展示了其优越性。 (Linear decreasing weight particle swarm optimization starting from random solutions to find the optimal solution by iteration, it is also the fitness to evaluate the quality of the solution, but it is much simpler than the genetic algorithm rules, it is not a genetic algorithm " cross" (Crossover) and " variation" (Mutation) operation, which follow the current search for the optimal value to find the global optimum. The advantage of this algorithm is its ease of implementation, high accuracy, fast convergence and attracted the attention of the academic community, and demonstrated its superiority in solving practical problems.)

实现解混光谱与光谱库里对应光谱的比对，可以找到光谱库里与其最相近的光谱，可以进行直观的评价(Spectroscopy and Spectral unmixing achieve Curry corresponding spectra comparison, you can find their closest spectral library spectra can be visually evaluated)

应用比较好的liblinear软件程序包(Application the better liblinear software package)

for fem matlab for solving all 2D and 3D problem

output of 5 level inverter in matlab