Fuzzy Neural Network MATLAB Implementation
Implementation of fuzzy neural networks using MATLAB, complete with code examples and practical applications for effective problem-solving.
Implementation of Data Clustering Segmentation for Image Processing
This program first converts images from RGB color space to HSI color space, then employs color image segmentation strategies combined with the Mean Shift algorithm for image segmentation, followed by boundary synthesis. The 'keyprogram.m' file serves
Application of Particle Swarm Simulated Annealing Algorithm in Function Optimization
Introduction to the application of Particle Swarm Simulated Annealing Algorithm in function optimization with algorithmic implementation insights
Application of MATLAB Genetic Algorithm Toolbox for Optimization Problem Solving
A comprehensive paper discussing the implementation of optimization problem solutions using MATLAB's Genetic Algorithm Toolbox, featuring code implementation approaches and practical case studies.
PSOt: A Comprehensive Particle Swarm Optimization Toolbox
PSOt is a specialized Particle Swarm Optimization toolbox that encapsulates the core PSO algorithm components, exposing adjustable parameters to users. Users simply define their objective function (for minimization or maximization), specify variable
Enhanced Particle Swarm Optimization: Adaptive PSO Algorithm
The Adaptive Particle Swarm Optimization algorithm improves upon standard PSO by incorporating entropy and average particle distance concepts, significantly accelerating convergence while maintaining global search capabilities. This enhancement reduc
MATLAB Intelligent Algorithms: Implementation and Applications
An in-depth exploration of MATLAB's intelligent algorithms framework including key implementations for data analysis, simulation, and optimization tasks
MATLAB Implementation of Particle Swarm Optimization Algorithm with Source Code Examples
Standard source code implementation and tutorial examples for Particle Swarm Optimization (PSO) algorithm, featuring comprehensive programming demonstrations and practical applications.
Significant Cellular Neural Network in Chaos Theory
This program implements an important cellular neural network in chaos theory, featuring visualization capabilities that clearly demonstrate fascinating hyperchaotic attractors through dynamic curve plotting.
Particle Swarm Optimization for Traveling Salesman Problem
Application Context: The Traveling Salesman Problem (TSP) is a classic NP-hard combinatorial optimization problem where a salesman must visit n cities exactly once and return to the origin while minimizing total travel distance. Particle Swarm Optimi
MATLAB Implementation of Support Vector Machine Algorithm with Code Examples
Reference MATLAB source code for Support Vector Machine implementation, featuring comprehensive algorithmic explanations and key function descriptions
Real-Coded Genetic Algorithm for Function Extreme Value Optimization
Function extreme value optimization program based on real-coded genetic algorithm, implemented in MATLAB environment with comprehensive evolutionary operations and fitness evaluation mechanisms.
Computational Tools for Complex Networks: Clustering Coefficient and Average Clustering Coefficient Functions
Functions for calculating clustering coefficient and average clustering coefficient in complex network analysis, with code implementation insights and algorithm explanations
MATLAB Code Implementation of Genetic Algorithm for Nonlinear Integer Programming
MATLAB Genetic Algorithm Program for Solving Nonlinear Integer Programming Problems with Population Initialization, Fitness Evaluation, and Crossover Operations
Hybrid Strategy Enhanced Particle Swarm Optimization Algorithm
An improved Particle Swarm Optimization (PSO) algorithm based on hybrid strategies, implemented through two core source files: the main execution program (hpso.m) and parameter configuration module (hPSOoptions.m). The codebase features clean archite
Data Mining Classification Algorithms for MATLAB Implementation
MATLAB implementations of popular data mining classification algorithms including ID3, C4.5, CART, and SLIQ - all thoroughly debugged and ready to run. Recommended for download and practical use in classification projects.
PID Controller Parameter Optimization Using Ant Colony Algorithm
MATLAB source code for PID controller parameter optimization based on Ant Colony Algorithm, featuring detailed implementation steps with comprehensive documentation
Data Mining MATLAB Source Code Collection
A comprehensive MATLAB source code repository containing classic machine learning algorithms including ID3, C4.5, Neural Networks, CARD, and EM algorithms for data mining applications.
MATLAB Implementation of Support Vector Machine with Code Examples
Support Vector Machine source code implementation using libsvm for classification, featuring parameter optimization techniques including kernel selection and C-value tuning
MATLAB Implementation for Face Recognition with Demographic Feature Extraction
Face recognition system implementing gender and age feature extraction using MATLAB, with Support Vector Machine (SVM) classification for enhanced recognition accuracy