Professional MATLAB source code with comprehensive documentation and examples
This MATLAB implementation demonstrates the use of neural network backpropagation method to train the correspondence relationship between infrared image pixel values and temperature, as presented in a research paper.
Face detection code implementing ADABOOST algorithm using inheritance strategy, featuring Haar-like feature calculation/extraction, ADABOOST training cascade, and final model generation with comprehensive annotations for ADABOOST algorithm research
Vehicle License Plate Recognition (VLPR) is a technology that detects vehicles on monitored roads and automatically extracts license plate information, including Chinese characters, English letters, Arabic numerals, and plate colors. As a vital compo
MATLAB implementation of standard genetic algorithm to find the minimum value of function f(x)=x²-22x+30 with x∈[0,31], including complete source code and optimization results
Pattern Recognition implementation featuring Gaussian Mixture Model (GMM), Expectation-Maximization (EM) algorithm, and Bayesian Information Criterion (BIC). Please execute the attached program with main file: VASceneAnalysisFH7_ICMEFull_2009.m
A comprehensive machine learning algorithm suite implemented on MATLAB platform, featuring neural networks, fuzzy logic, and support vector machines with robust code implementation and modular function design
MATLAB 6.5 Implementation of Static Friction Parameter Identification Based on Genetic Algorithm
This code implements the Traveling Salesman Problem (TSP) solution using Simulated Annealing algorithm. The implementation includes temperature scheduling, neighbor solution generation through route perturbations, and probabilistic acceptance criteri
Implementation of RBF neural network combined with fuzzy control strategy for double inverted pendulum stabilization, featuring weight optimization algorithms and nonlinear system handling capabilities with detailed code annotations.
Implementation of RBF Neural Networks for Pattern Classification - Development Platform: MATLAB 6.5 with Radial Basis Function network architecture and training algorithms
MATLAB simulated annealing algorithm toolbox - the latest version featuring enhanced computational capabilities and optimization functions
Implementing chaotic perturbation algorithm to address premature convergence issues in Particle Swarm Optimization (PSO), and combining both approaches to train parameters for grey prediction models with enhanced optimization capabilities.
Implementation of the ISODATA Algorithm as a Pattern Recognition Course Assignment with Code Integration
Implementation of PID Controller Tuning via Particle Swarm Optimization Algorithm with Performance Evaluation and Debugging Techniques
Enhanced genetic algorithm MATLAB source code containing multiple subfiles. Execute the mainpath.m file for testing the complete algorithm implementation.
MATLAB programs for prediction using artificial neural networks, featuring multiple practical examples with detailed code implementations and algorithm explanations
MATLAB-based Ant Colony Optimization Simulation Platform: Algorithm implementation, path visualization, interactive control interface, and performance analysis tools
MATLAB implementation of Fuzzy Particle Swarm Optimization, a computational intelligence method featuring adaptable parameter control through fuzzy logic systems
Addressing the widespread use of STK (Satellite Tool Kit) software in military mission visualization and simulation, this research focuses on overcoming key bottlenecks in 3D scene construction through optimized data format conversion and acquisition
Genetic Algorithm for Function Extremum Optimization and Neural Network Decoupling Control Algorithm