Professional MATLAB source code with comprehensive documentation and examples
Spectral-Clustering-Demo is a MATLAB-based demonstration program for spectral clustering algorithms. This thoroughly debugged implementation serves as excellent learning material, featuring both standard normalized cut (N-cut) and enhanced N-cut vari
Utilizing MATLAB to implement Particle Swarm Optimization (PSO) for solving the Traveling Salesman Problem (TSP), with code-specific explanations of population initialization, velocity updates, and fitness evaluation
Hand-coded MATLAB implementation of C-means clustering algorithm based on pattern recognition textbook procedures without using toolbox functions
Implementing a genetic algorithm in MATLAB to solve two-dimensional function maximization problems without using MATLAB's built-in Genetic Algorithm Toolbox
A self-developed implementation of Particle Swarm Optimization for function minimization, featuring clear code structure with detailed explanations of velocity updates, position tracking, and fitness evaluation to facilitate algorithm understanding.
Modified and validated MATLAB implementations of various genetic algorithms (GA) from Wiley books, along with additional optimization techniques such as Particle Swarm Optimization (PSO) and Ant Colony Optimization (ACO). These enhanced codes are rea
This code repository implements several classic manifold learning techniques including Laplacian Eigenmaps (LE), Locally Linear Embedding (LLE), and ISOMAP (Isometric Mapping) for nonlinear dimensionality reduction.
This document implements a Bacterial Foraging Particle Swarm Optimization algorithm with applications in digital image processing, featuring swarm intelligence mechanisms for optimization tasks.
Complete source code implementation of Artificial Fish Swarm Algorithm using MATLAB, featuring optimization functions, swarm intelligence parameters, and benchmark testing capabilities for educational purposes.
Implementation of chaotic particle swarm optimization for ADRC parameter adjustment using PSO_ADRC.m and chaos.m MATLAB files - featuring algorithm integration and parameter optimization workflows
Implementation of remote sensing image classification using BP neural networks, featuring spectral feature extraction of ten land cover types from Chongming Dongtan samples, BP network training, and classification deployment
A comprehensive collection of programs for particle swarm optimized neural networks, featuring various downloadable implementations from web sources that essentially cover all essential programs and codes required for PSO-based neural network optimiz
Euclidean Distance Calculation Method and Source Code for Genetic Algorithm Similarity Measurement
MATLAB implementation of wavelet neural network for stock sector prediction with fully functional and validated code, featuring advanced signal processing and machine learning techniques
Face detection implementation based on AdaBoost algorithm using the original source code developed by Viola et al. This classic approach features cascade classifier structure with Haar-like features and integral image optimization, providing excellen
This program provides source code for building neural networks with wavelet functions, designed for analyzing various biomedical signals such as ECG and EEG signals through wavelet-based feature extraction and neural network classification.
Enhanced Multi-Objective Particle Swarm Optimization Algorithm effectively solves classic multi-objective optimization problems including ZDT, KUR, and SCH benchmark functions. The implementation requires only modifications to the f1 and f2 objective
Implementation of fuzzy clustering-based image segmentation using MATLAB, featuring code structure and algorithm explanations
MATLAB source code for simulated annealing algorithm, designed for network traffic data analysis with optimization capabilities
Source code implementation of BP neural network capable of processing images for classification and various other image processing tasks