Professional MATLAB source code with comprehensive documentation and examples
An improved clustering algorithm applied to image processing for edge detection and segmentation tasks, including program images and research paper with detailed implementation code and algorithmic enhancements.
This repository contains implementations of various PSO algorithm variants including: PSO with compression factor, weight-improved PSO, adaptive weight method, random weight method, PSO with variable learning factors, asynchronously changing learning
A MATLAB-implemented wavelet neural network program built upon BP network architecture, featuring integrated wavelet transform capabilities and neural learning algorithms for advanced data processing applications.
SVM toolbox implemented in MATLAB source code, suitable for pattern recognition, image recognition, and multiple application domains with comprehensive machine learning capabilities
SPH calculation of Poiseuille flow implementing periodic boundary conditions and virtual particle solid wall boundary treatments
A highly effective Particle Swarm Optimization algorithm implemented in MATLAB with comprehensive code structure and parameter configuration.
A brief introduction to Ant Colony Optimization algorithms, including standard MATLAB implementations and enhanced algorithm variations with code-level descriptions.
MATLAB implementation of multi-objective optimization using genetic algorithms to solve dual-objective optimization problems with customizable objective functions and evolutionary computation parameters.
Optimization Computing with Ant Colony Algorithm—Traveling Salesman Problem (TSP) Optimization For detailed tutorial explanations, please refer to the included materials. Due to file size limitations, contact me for high-definition tutorials (1066146
A Technical Implementation Guide for Quinlan's C4.5 Decision Tree Algorithm
PSO Toolbox Program for Target Optimization with Customizable Algorithms
A high-precision fault diagnosis program developed using immune algorithm, featuring robust optimization capabilities for technical applications
Detailed MATLAB implementation of the basic particle swarm optimization algorithm with comprehensive code comments, ideal for beginners and reference purposes.
A comprehensive ICA source code implementation featuring key algorithms and functions, designed for both educational and professional applications.
Implementation of Particle Swarm Optimization for Solving Traveling Salesman Problem, Including Dataset and Demonstrating Robust Performance Results
Comprehensive source code for wavelet neural networks, providing valuable resources for researchers studying wavelet-based neural network architectures and their practical applications.
The GMDH (Group Method of Data Handling) algorithm source code serves as the core of self-organizing data mining, demonstrating strong generalization capabilities. Unlike traditional regression analysis methods, it effectively handles small-sample da
The primary functions utilized for implementing function approximation via neural networks are: NEWRB - designs a radial basis function neural network, and SIM - performs simulation of the radial basis function network. The NEWRB function automatical
Genetic Algorithm MATLAB Program - Ready for Toolbox Integration
This simulated annealing genetic algorithm approach for workshop job scheduling can be applied to process scheduling in general production environments, featuring hybrid optimization capabilities with MATLAB implementation examples.