资源列表
单目标优化（含约束）
- 对单目标函数进行优化，使得目标函数最优解(Optimize the single objective function)
Sherif Mohamed Dec 2018
- we shed light on the potential and implementation of index modulation (IM) techniques for MIMO and multi-carrier communications systems which are expected to be two of the key technologies for 5G systems. Specifically, we focus on two promising appli
基于GA优化的BP算法
- 通过遗传算法优化BP神经网络，提高其收敛速度和预测准确度。(BP neural network is optimized by genetic algorithm to improve its convergence speed and prediction accuracy.)
LSTM时间序列预测
- 本代码采用python语言编写的的一个LSTM时间序列来预测销量(This code uses a LSTM time series written in Python language to predict sales)
ED_MOALO
- 多目标蚁狮优化算法求解电力系统经济调度问题(Multi-objective ant lion optimizer for solving ecnomic dispatch problem)
PSO
- 本程序为粒子群算法的源代码可应用于微电网的多目标经济优化调度(This program is the source code of particle swarm optimization algorithm and can be applied to multi-objective economic optimal dispatch of microgrid)
DP
- 动态规划算法程序,用于汽车能量管理方面的控制，可以给大家的相关方面的研究做为参考(Dynamic programming algorithm program for the control of automotive energy management, can be used as a reference for everyone's research)
矩形板
- 矩形板是一种常用的结构，针对有限元原理，运用matlab对他进行了编程。(Rectangular plate is a commonly used structure, for the finite element principle, the use of matlab on his programming.)
emd
- emd分解及其重构,分解成对个IMF，然后进行重构(emd emperical modal decomposition)
lesson47-LSTM实战
- 长短期记忆网络（LSTM，Long Short-Term Memory）是一种时间循环神经网络，是为了解决一般的RNN（循环神经网络）存在的长期依赖问题而专门设计出来的，所有的RNN都具有一种重复神经网络模块的链式形式。在标准RNN中，这个重复的结构模块只有一个非常简单的结构，例如一个tanh层。(LSTM (Long Term short-term Memory) is a kind of time circulation neural network, which is specially
6-SPS并联机器人可达工作空间绘制的MATLAB程序
- 6RPS工作空间绘制求解matlab程序(6rps workspace solution)
SVM
- 利用三次二分类SVM实现三分类SVM，可以用自己的数据，完美运行。(Using the three-category SVM to implement the three-class SVM, you can use your own data to run perfectly.)