▍1. PSO及所有改进PSO
粒子群优化算法及改进的粒子群算法程序代码(Particle Swarm Optimization and Improved Particle Swarm Optimization Program Code)
粒子群优化算法及改进的粒子群算法程序代码(Particle Swarm Optimization and Improved Particle Swarm Optimization Program Code)
说明: 粒子群优化算法及改进的粒子群算法程序代码(Particle Swarm Optimization and Improved Particle Swarm Optimization Program Code)
改进神经网络用于电价预测,实例说明,数据和程序齐全。(Improve the neural network used for price forecasting, examples, data and complete the procedure.)
动态烟花算法代码。CEC2013测试函数。(Fireworks Algorithm)
深度学习中的深度信念网络,用于数据的分类和预测(Deep belief network in deep learning, used for the classification and prediction of data )
说明: 适合初学者基于matlab学习深度学习/神经网络,文件包括matlab deep learing以及随书代码(Matlab Deep Learning original document and accompanying code)
说明: 鲸鱼优化算法是一种群智能优化算法,采用启发式搜索,设计了收缩包围机制和螺旋更新位置模拟鲸鱼群体包围、追捕、攻击猎物等过程实现优化搜索。(Whale optimization algorithm is a population intelligent optimization algorithm, which uses heuristic search, designs shrinking encirclement mechanism and spiral update position, and simulates the process of whale population encircling, hunting, attacking prey, etc.)
此书是MATLAB版本的神经网络图像处理书籍,书中介绍了30个经典的神经网络图像处理的实例,比如图像去噪、图像融合等(The book MATLAB version of the neural network image processing books, the book presents 30 classic instance of the neural network image processing, such as image denoising, image fusion)
蝙蝠算法,并运用几个常见的测试函数验证了其收敛速度与精度。(Bat Algorithm for benchmarks.)
说明: 基于天牛须算法的例子,展现天牛须算法的性能,对目标函数优化,简单代码即可实现。(Based on the example of Taurus whisker algorithm, the performance of Taurus whisker algorithm is demonstrated, the objective function is optimized, and the simple code can be realized)
高光谱图像分类算法,发表于2016年GRSL,效果较好,可以作为对比实验(High spectral classification code, the algorithm is published in 2016 GRSL, the results are better)
说明: 高斯、涡旋、环状光束的在大气中的传输特性(Propagation characteristics of Gaussian, vortex and annular beams in the atmosphere)
the newtown rapson method to solve systems of non-lineaire equations
说明: The code is used to implement SCMA. MPA decoding algorithm is also contained.
说明: 计算电力系统的连锁故障的文件,用来计算电力系统的连锁故障(A document for calculating cascading failures of power system, which is used to calculate cascading failures of power system)
说明: 计算电力系统的连锁故障的途径,用来计算电力系统的连锁故障演化机理(A document for calculating cascading failures of power system, which is used to calculate cascading failures of power system)
使用Contourlet变换和SVM进行书画艺术的识别,通过EM算法进行HMT参数的训练(Code used for the article Authentication of paintings using hidden Markov modelling of contourlet transforms , where we develop a method for classification of paintings digital reproductions.)
形态的各异的超声相控阵,测试使用,功能强大(For Cyclic Cross Function Computation Time Delay Adaptive Computation of Sound Velocity)
说明: 形态的各异的超声相控阵,测试使用,功能强大(For Cyclic Cross Function Computation Time Delay Adaptive Computation of Sound Velocity)