Professional MATLAB source code with comprehensive documentation and examples
Multi-population genetic algorithm implementation featuring migration operator, artificial selection operator, objective function, standard GA and multi-population GA main functions. Ideal for swarm intelligence beginners, this represents a classic a
When applying chaos theory and neural networks for short-term load forecasting, selecting appropriate neural network inputs is critical. This MATLAB program implements an embedding dimension selection algorithm for chaotic time series analysis, featu
This project implements a genetic algorithm solution for Vehicle Routing Problem with Time Windows (VRPTW), featuring comprehensive function annotations and purpose descriptions for all genetic algorithm components. The implementation includes visual
This program provides a reference implementation for individuals interested in face detection, featuring Gabor feature extraction and neural network approaches with detailed code structure and algorithm explanations.
Implementation of object clustering using the bacterial foraging algorithm, representing the foundational unmodified version of this approach.
MATLAB-based implementation of Kernel Fuzzy C-means Clustering Algorithm (KFCM) for data clustering analysis
Implementation of genetic algorithms for finding optimal values in multidimensional functions, featuring code structure and key operation explanations.
MATLAB implementation of BP neural network algorithm enhanced by particle swarm optimization (complete source code provided)
Implementation of genetic algorithm-based image edge detection and segmentation in MATLAB with code optimization techniques
This is a master's thesis titled "Research on SVM-based Algorithms for Petroleum Exploration" that implements the algorithm using MATLAB, providing detailed design approaches, comparative visualizations of different methods, and regional parameter ad
Genetic algorithm serves as an effective optimization method for solving multi-objective course scheduling challenges, featuring robust search capabilities and flexible constraint handling.
Debugged and optimized artificial immune algorithm source code in MATLAB, featuring effective performance with detailed implementation insights and function explanations.
An image steganalysis algorithm utilizing SVM classifier with feature fusion across three domains: DCT domain, DWT domain, and spatial domain, featuring code implementation insights.
MATLAB source code for implementing neural network-based rolling prediction of individual stock indicators. Users can adapt this code for their own regression prediction problems. This implementation specifically demonstrates the general usage of ELM
MATLAB simulation of 3D-FDTD algorithm using genetic algorithm optimization for electromagnetic field analysis and performance enhancement
Image color clustering segmentation for graphical partitioning based on RGB features with visualization capabilities, implementing pixel classification through clustering algorithms like K-means.
Implementation of image segmentation through the Fuzzy C-Means (FCM) clustering method.
This paper presents the integrated application of Genetic Algorithm and Backpropagation Neural Network, originally published during my mathematical modeling competition. It serves as a reference for researchers and enthusiasts, featuring algorithm ex
Comprehensive implementation with detailed documentation; thoroughly tested and verified for reliable performance; includes practical code examples and parameter tuning guidelines.
Neural networks, digital recognition, watermarking programs - this repository contains multiple MATLAB codes and documentation resources for digital recognition, along with algorithm explanations and implementation details