Adaptive Weight Method in Improved Particle Swarm Optimization Algorithm
Adaptive Weight Method in Improved PSO Algorithm Balanced Global Exploration and Local Refinement Capabilities
MATLAB Implementation of ID3 Decision Tree Algorithm
ID3 Decision Tree Algorithm for data classification under various conditions, featuring information gain calculations and recursive tree construction
Adaptive Genetic Algorithm Implementation
MATLAB source code for adaptive genetic algorithm utilizing Gram-Schmidt orthogonalization decomposition. Users can alternatively implement QR decomposition for potential code simplification and computational efficiency improvements.
Image Gray Stretching, Histogram Equalization Algorithms, and FCM Clustering Algorithm
Implementation of image gray stretching, histogram equalization algorithms, and FCM clustering algorithm for image enhancement and segmentation.
MATLAB Genetic Algorithm Toolbox Implementation
My custom-developed genetic algorithm toolbox featuring multiple encoding schemes and crossover/mutation operations - available for download with comprehensive implementation details
Particle Swarm Optimization Algorithm for PID Controller Tuning
Complete PSO Algorithm Implementation for PID Optimization with Superior Performance Results
Normalization Functions for Neural Networks
Essential normalization functions for neural networks, providing valuable insights with practical code implementation examples for developers.
Fundamental Particle Swarm Optimization (PSO) Algorithm for Solving Optimization Problems
Fundamental Particle Swarm Optimization (PSO) Algorithm for Solving Optimization Problems with Code Implementation Insights
ICA Successfully Separates Various Artifact Signals from EEG Data
Experimental results using S-function demonstrate that ICA can effectively isolate multiple artifact signals including ECG and EOG contained within EEG signals, with practical implementation insights for signal processing algorithms.
Implementation of ID3 Algorithm in Data Mining using MATLAB
Implementation of ID3 Algorithm in Data Mining with MATLAB - Complete code implementation and algorithm explanation
Three-Layer BP Artificial Neural Network Data Training Program with Code Implementation Guide
Comprehensive Guide to Three-Layer BP Neural Network Data Training Program with Detailed Code Explanations and Algorithm Implementation
Wavelet Neural Network Model Optimized Using Particle Swarm Algorithm
A wavelet neural network model enhanced with particle swarm optimization, supporting both single-input and multi-input architectures with improved training efficiency
Multi-Objective Ant Colony Optimization for Traveling Salesman Problem
A robust implementation utilizing multi-objective ant colony algorithm to solve the Traveling Salesman Problem, featuring optimized performance and enhanced visualization capabilities.
MATLAB Source Code for Complex Network Clustering Coefficient Calculation
MATLAB source code implementation for calculating clustering coefficients in complex networks, featuring algorithm optimization and network analysis capabilities
Compensated Fuzzy Neural Network Architecture
This code implements a compensated fuzzy neural network structure. Through function simulation, it demonstrates rapid response characteristics and stable output performance. The implementation features adaptive compensation mechanisms and robust lear
MATLAB Implementation of CMAC Neural Network with Code Description
Complete MATLAB code implementation for CMAC (Cerebellar Model Articulation Controller) neural network, including algorithm explanation and key function descriptions
Genetic Algorithm for Optimal Power Flow (OPF) Optimization
Implementation of Genetic Algorithm for Solving Optimal Power Flow Optimization Problems with Code Integration
Genetic Algorithm Class Scheduling System
This genetic algorithm-based class scheduling code has been debugged for optimal performance. To build a complete system, you'll need to develop project files independently - this implementation focuses specifically on the core scheduling algorithm w
Neural Network Predictive Control
Source code for neural network predictive control program implementing Radial Basis Function (RBF) neural networks
Gabor Wavelet Feature Extraction for Biometric Recognition: Palmprint, Face, and Fingerprint Applications
Implementing Gabor wavelet feature extraction combined with SVM classifier for biometric recognition systems including palmprint, face, and fingerprint identification, with detailed algorithm workflow and code implementation approach