Professional MATLAB source code with comprehensive documentation and examples
The Ant Lion Optimization (ALO) algorithm mimics the natural hunting mechanism of antlions, consisting of five key steps: random walk of ants, trap construction, entrapment of prey, prey capture, and trap rebuilding. This algorithm is primarily desig
Implementing Motor Fault Diagnosis Using Basic BP Neural Network Applications with Code Implementation Details
Implementing predictive models using chaotic neural networks demonstrates excellent performance with high accuracy, suitable for complex forecasting applications.
MATLAB Implementation of Self-Organizing Map Neural Network for Image Segmentation with Code-Level Explanations
Complete MATLAB source code for Quantum Genetic Algorithm including multiple modular files - simply run main.m for testing and demonstration
A MATLAB-based BP artificial neural network program utilizing cross-validation for parameter optimization, featuring configurable network architecture and performance evaluation metrics
This program implements a delayed chaotic neural network visualization with simple implementation and fast computational performance.
MATLAB code implementation with detailed explanations for the Localized Fuzzy C-Means clustering algorithm, featuring step-by-step code comments and practical application guidelines
This MATLAB implementation of the artificial immune algorithm provides a fully executable framework with detailed code structure and algorithmic components for immediate research and experimentation.
MATLAB implementation of Mean Shift algorithm featuring kernel density estimation and gradient ascent optimization for mode detection, with comprehensive code analysis
Implementation of Particle Swarm Optimization and Genetic Algorithms for optimizing RBF neural network parameters, featuring performance comparisons and code integration examples.
Implementing PSO optimization of BP neural network initial weights for enhanced function approximation performance, with code implementation insights.
A sophisticated adaptive control approach combining RBF neural network identification with single neuron PID controller for enhanced system performance
This code implements image compression using neural networks with convolutional architectures and deep learning techniques for efficient image data reduction.
This MATLAB-implemented code solves vehicle routing problems using ant colony optimization algorithm for logistics distribution path optimization.
RBF Radial Basis Function Neural Network for Sales Revenue and Volume Prediction with Implementation Details
Classic mean shift algorithm source code implementation serving as a foundational kernel for extensive modifications and optimizations
Simulated Annealing Program: This code implements feature extraction in pattern recognition using the simulated annealing method. Users can easily enhance the algorithm's performance through modifications such as temperature schedule adjustments, mem
MATLAB source code for genetic algorithm implementation - an excellent resource featuring comprehensive examples and practical implementations
Image filtering implementation using PCNN pulse-coupled neural network for noise localization, applying targeted filtering based on noise positioning to produce optimized output results with enhanced image quality