RBF Neural Network Implementation Using S-Function
RBF neural network programmed with S-function, primarily designed for controller applications with code-level implementation details
Particle Swarm Optimization Source Code Implementation for Robotic Path Planning
Particle Swarm Optimization Source Code: Implementation Methodology and Application in Robotic Path Planning Systems
Enhanced Immune Genetic Algorithm-Based Fuzzy Clustering
An improved immune genetic algorithm for fuzzy clustering implemented in downloadable code
Artificial Fish Swarm Algorithm: An Autonomous Optimization Model Inspired by Animal Behavior
The Artificial Fish Swarm Algorithm is an autonomous optimization paradigm inspired by aquatic collective behavior, designed to solve complex problems through decentralized decision-making and local interactions.
SVM for Time Series Forecasting with MATLAB Implementation
MATLAB-based SVM program for time series prediction featuring multiple forecasting models with detailed algorithm implementation
Optimizing Weights and Thresholds of BP Neural Networks Using Traditional Genetic Algorithm
Traditional Genetic Algorithm optimizes weight and threshold parameters in BP neural networks, achieving improved convergence characteristics through evolutionary computation techniques.
Adaptive Genetic Algorithm Source Code
Adaptive Genetic Algorithm source code implemented in MATLAB environment, excellent for beginners to learn optimization algorithms with practical coding examples
MATLAB Implementation of FUZZY K-means Algorithm with Clustering Analysis
A MATLAB source code implementation of the FUZZY K-means algorithm featuring comprehensive clustering analysis results and parameter customization capabilities
Generating Base SVM Classifiers Using AdaBoost Method
Creating base Support Vector Machine classifiers through AdaBoost algorithm and integrating recognition results using simple voting method. Includes descriptions of SVM toolbox and AdaBoost algorithm workflow with code implementation insights.
Fuzzy C-Means Clustering Algorithm for Remote Sensing Image Classification
Implementation of fuzzy c-means clustering algorithm for remote sensing image classification with customizable parameters for optimization
BP Neural Network Prediction Program Example
An excellent BP neural network prediction program example with high predictive accuracy, featuring advanced error backpropagation algorithms
Enhanced Genetic Particle Swarm Optimization Algorithm with Superior High-Dimensional Performance
The latest improved genetic particle swarm algorithm achieves increasingly better performance as problem dimensionality grows, featuring enhanced cross-dimensional optimization capabilities and adaptive parameter tuning mechanisms.
Exploration of Classical Particle Swarm Optimization Algorithm and Introduction of Quantum Particle Swarm Optimization (QPSO)
This paper examines the classical Particle Swarm Optimization (PSO) algorithm and proposes the Quantum Particle Swarm Optimization (QPSO) algorithm, which integrates quantum computing principles to enhance global search efficiency through improved po
Detailed Explanation of RBF Neural Network Algorithm with Code Examples
Comprehensive guide to RBF neural network algorithm featuring various practical examples and accompanying program files for easy understanding. Includes implementation details covering radial basis functions, network architecture, and training method
Simulated Annealing Algorithm
The simulated annealing algorithm is designed to overcome local optima in optimization problems, ensuring the final solution reaches global optimality. This MATLAB implementation includes temperature control, neighbor state generation, and acceptance
One-Class Support Vector Machine for Face Detection
MATLAB source code implementing One-Class Support Vector Machine (OCSVM) for face detection applications, including algorithm implementation and image processing techniques
Image Registration Using Mutual Information with Particle Swarm Optimization
Source code for image registration based on mutual information, implementing particle swarm optimization algorithm with detailed similarity evaluation methods
Particle Swarm Optimization with Grey Relational Analysis for Multi-Objective Applications
A particle swarm optimization algorithm integrated with grey relational analysis, primarily designed for multi-objective optimization and decision-making problems with enhanced uncertainty handling capabilities.
PSO Algorithm for Optimizing PID Parameter Tuning
Implementation of a Particle Swarm Optimization (PSO) algorithm for PID parameter optimization, achieving significant performance improvements in control systems
TSP Algorithm Based on Genetic Algorithm
This GA-based Traveling Salesman Problem (TSP) algorithm efficiently resolves the classic optimization problem with high-speed execution and minimal data requirements. The well-commented code ensures easy understanding and customization, while demons