A PID Control System Tuned via BP Neural Network
An adaptive control approach integrating traditional PID control with BP neural network for dynamic parameter optimization
Adaptive Weight Adjustment in PSO with Implementation Strategies
Adaptive Weight Adjustment Strategies Compared to Standard PSO Algorithm
Genetic Algorithm Synthesis for Linear Antenna Array Pattern
Genetic Algorithm Synthesis for Linear Antenna Array Radiation Patterns
MATLAB Source Code Implementation of Ant Colony Optimization Algorithm
MATLAB implementation of Ant Colony Optimization (ACO) algorithm with detailed code structure and practical application examples
Niche Particle Swarm Optimization Algorithm Example
Implementation example of Niche Particle Swarm Optimization (NPSO) algorithm for multimodal optimization problems
Solving Reactive Power Optimization Problems Using Genetic Algorithms
Utilizing Genetic Algorithms for Reactive Power Optimization with MATLAB Implementation Strategies
MATLAB Implementation of Simulated Annealing Algorithm
MATLAB Code Implementation of Simulated Annealing Algorithm for Global Optimization
MATLAB Implementation of Decision Tree Algorithm with Code Examples
Complete MATLAB program code for implementing decision tree classification algorithms, including detailed explanations of key functions, parameter configurations, and practical implementation techniques.
Bayesian Neural Network Toolkit
Bayesian Neural Network Toolkit - A comprehensive software package for building and training probabilistic neural networks
Variable Step Size LMS Adaptive Filtering Algorithm
Variable Step Size LMS Adaptive Filtering Algorithm with Implementation Insights
Ant Colony Optimization for Optimal Path Finding
Implementation of Ant Colony Algorithm for solving optimal path problems with code-oriented enhancements
Spectral Clustering Demo - Implementation and Algorithm Analysis
A comprehensive MATLAB demonstration of spectral clustering algorithms featuring classic and improved normalized cut methods with full code implementation details.
Support Vector Machine Toolkit
Support Vector Machine Toolkit for Machine Learning Implementation
MATLAB Ant Colony Optimization Toolbox
MATLAB Ant Colony Optimization Toolbox - A comprehensive toolkit for implementing ant colony optimization algorithms to solve combinatorial optimization problems like TSP, path planning, and task scheduling with flexible parameter configuration and v
Dynamic Clustering Algorithm Implementation Based on Sample and Principal Axis Kernel Similarity
A dynamic clustering algorithm program that utilizes kernel-based similarity measures between samples and principal axes for adaptive cluster formation
MATLAB Implementation of Genetic Algorithm with Code Examples
Complete MATLAB implementation of Genetic Algorithm featuring initialization, selection, crossover, mutation operations, and convergence analysis with practical code illustrations
SVM for Time Series Forecasting
Time Series Forecasting with SVM
MATLAB Code Implementation of Genetic Algorithm Optimization
MATLAB Implementation of Genetic Algorithm Optimization with Detailed Code-Related Descriptions
MATLAB Implementation of Backpropagation Neural Network Algorithm
MATLAB code implementation of the Backpropagation Neural Network algorithm with detailed technical explanations and practical applications in transformer fault diagnosis
Path De-Crossing After Solving TSP Problems with Ant Colony Optimization
Post-processing path optimization through de-crossing techniques following TSP solution using Ant Colony Algorithm