Extended Kalman Filter (EKF) Algorithm
Extended Kalman Filter (EKF) Algorithm for Nonlinear System State Estimation
MATLAB Implementation of Backpropagation Neural Networks
Implementation of BP neural networks using MATLAB with detailed code descriptions and algorithm explanations
Algorithm Implementation for Data Clustering
Algorithm Implementation for Data Clustering with MATLAB Integration
MATLAB Implementation of Recurrent Neural Networks with Code Examples
Complete guide to implementing Recurrent Neural Networks (RNN) in MATLAB using Deep Learning Toolbox, covering data preparation, network architecture design, training configuration, and prediction
A Basic AdaBoost Algorithm Implementation Source Code (MATLAB)
A fundamental AdaBoost algorithm implementation source code in MATLAB with comprehensive technical explanations
SVM Toolbox with Waveform and Image Processing Capabilities
SVM Toolbox Incorporating Waveform and Image Processing Features
Neural Network PID Control: Utilizing Neural Networks as the Controller Rather Than for PID Parameter Tuning
Neural Network PID Control leverages neural networks as the controller itself, not merely as a tool for tuning PID parameters.
Particle Swarm Optimization-Based BP Neural Network Algorithm
Implementation of BP Neural Network Optimized by Particle Swarm Algorithm with MATLAB Code Integration
Artificial Fish Swarm Algorithm for Solving Multidimensional Complex Optimization Problems
Artificial Fish Swarm Algorithm for Solving Multidimensional Complex Optimization Problems
A* Algorithm for Agent Path Planning in Multi-Obstacle Environments (Astar Implementation)
Implementation of A* Algorithm for Intelligent Agent Route Planning with Multiple Obstacle Types using Grid-based Navigation
DSP Algorithms for DP-QPSK Systems in OptiSystem
Digital Signal Processing Algorithms for Dual-Polarization Quadrature Phase Shift Keying Systems Implemented on OptiSimulation Platform
QPSO Algorithm for Power System Optimization
Implementation of Quantum Particle Swarm Optimization Algorithm for Power System Optimization Problems
Dual-Population Ant Colony Algorithm for TSP
Implementation and Optimization of Dual-Population Ant Colony Algorithm for Traveling Salesman Problem
MATLAB Short-Term Load Forecasting Program Based on Wavelet Neural Network
MATLAB implementation of short-term load forecasting using hybrid wavelet-neural network modeling approach, featuring multi-resolution decomposition and neural network training for power system applications.
Gray Theory (GM) for PM2.5 Prediction in National Graduate Mathematical Modeling Competition
Application of Gray System Theory's GM(1,1) Model in PM2.5 Forecasting for Mathematical Modeling Contests
Multi-Objective Optimization Case Study Using Genetic Algorithms
Implementation Example of Genetic Algorithm for Multi-Objective Optimization Problems
Common MATLAB Programs and Their Applications
Overview of frequently used MATLAB programs across various technical domains with code implementation insights
Training RBF Networks Using Gradient Descent Optimization
Implementing Gradient Descent for Radial Basis Function Network Training with Parameter Adaptation
Remote Sensing Image Classification Using BP Neural Network
Implementation of BP neural networks for classifying ten typical land cover types in Dongtan, Chongming Island with technical workflow and code-level optimization strategies.
Enhanced Particle Swarm Optimization Algorithm for Solving Economic Dispatch Problems
Enhanced Particle Swarm Optimization Algorithm for Solving Economic Dispatch Problems with Code Implementation Insights