Professional MATLAB source code with comprehensive documentation and examples
MATLAB code implementation of classic optimization algorithms, featuring detailed explanation of Simulated Annealing method with code structure, key parameters, and practical applications in complex optimization problems.
Dragonfly Algorithm (DA): A New Meta-heuristic Intelligent Optimization Algorithm (BDA) - An algorithm inspired by the collective behavior of dragonflies in nature, featuring strong stability, rapid optimization capability, and excellent global searc
Implementation of FCM (Fuzzy C-Means) clustering segmentation on MATLAB platform with code-based optimization strategies
Wind Speed Forecasting for Average Power Rate Calculation in Wind Power Generation with Neural Network Implementation
Implementation of Image Segmentation through Hybrid Clonal Selection Algorithm and Particle Swarm Optimization with Code-Oriented Enhancements
Implementation of One-Dimensional Convolutional Neural Networks for Electrocardiogram Signal Analysis and Feature Extraction
MATLAB toolbox for support vector machine classification with comprehensive algorithm implementation and customization options
Implementation and Application of MATLAB Neural Network Toolbox with Code-Driven Examples for Data Modeling and Predictive Control
Implementation of freight volume forecasting with Generalized Regression Neural Network (GRNN) - a robust approach for nonlinear time series prediction with code-oriented methodology
Genetic Algorithm-Based Optimization of Fuzzy Membership Functions with Implementation Approaches
Support Vector Machine Regression (SVR) for 1D and 2D input features
Gaussian Mutation-based Firefly Algorithm: An improved swarm intelligence optimization technique combining classical Firefly Algorithm with Gaussian mutation strategy to boost global search capability and convergence speed.
Implementing Particle Swarm Optimization for Power System Economic Dispatch with Algorithm Enhancements and Code Integration
Adaptive Neuro-Fuzzy Inference System (ANFIS) - A Hybrid Intelligent Control Framework Combining Fuzzy Logic and Neural Networks
AdaBoost: A Comprehensive Overview of the Classic Ensemble Learning Algorithm and Its Code Implementation
Implementation examples of neural network-based and fuzzy logic-based PID control algorithms with MATLAB code demonstrations
Numerical Solution of Heat Conduction Equation Using Finite Difference Methods (Explicit and Implicit Schemes)
Information Entropy-Based Immune Algorithm represents an enhanced immune optimization method with improved stability and convergence
MATLAB Code Implementation for TSP Dual Ant Colony Algorithm with Enhanced Code-Related Descriptions
Implementation and Application of Fruit Fly Optimization Algorithm