Neural Network PID Control Algorithm Simulation Examples
Simulation examples of neural network PID control algorithms with valuable reference implementations and code demonstrations
MATLAB Algorithm for Artificial Immune Systems
Source code implementation of MATLAB algorithms for artificial immune systems, widely used in artificial intelligence with significant educational value for studying immune-inspired computing techniques.
Fattal's Single Image Dehazing Algorithm Implementation
MATLAB implementation of Fattal's single image dehazing method utilizing Independent Component Analysis (ICA) with local patch-based assumption of uncorrelated surface shading and atmospheric transmission functions - effective for certain images but
MATLAB Implementation of PSO-Optimized Backpropagation Neural Networks
PSO-optimized BP neural networks demonstrate high practicality and superior predictive capabilities through weight and bias optimization
Elman Neural Network Regression Model with Genetic Algorithm Optimization
Elman Neural Network Regression Model Implementing GA-Optimized Weights and Thresholds with Practical Code Implementation Details
MATLAB Source Code for Robot Path Planning Using Genetic Algorithm
MATLAB implementation of robot path planning through genetic algorithm with detailed code explanations
English Letter Recognition Using Neural Network Training
MATLAB-based English letter recognition system employing neural network training algorithms, capable of processing images of various sizes (large and small scale) and recognizing standardized character patterns with robust feature extraction capabili
K-Fold Cross-Validation Function for MATLAB SVM Implementation
The k-fold cross-validation function commonly used in MATLAB's SVM implementations is often missing from the libsvm package and requires manual integration for comprehensive model evaluation.
Optimizing Wavelet Neural Networks Using Genetic Algorithm
Implementation of genetic algorithm-optimized wavelet neural network for function approximation with complete program structure and enhanced convergence performance
Economic Dispatch for 40 Generating Units Using Particle Swarm Optimization Algorithm
Implementation of PSO algorithm for economic dispatch in a 40-unit generation system incorporating wind power integration
Applications of Fuzzy C-Means Clustering with MATLAB Implementation
Implementation of Fuzzy C-Means Clustering Using MATLAB's Built-in FCM Function - A Practical Example with Code Integration
MATLAB Genetic Algorithm Toolbox and Its Applications
The companion Genetic Algorithm Toolbox gatbx for MATLAB Genetic Algorithm Toolbox and Applications
Implementing Traveling Salesman Problem (TSP) Using Simulated Annealing Algorithm with Code Integration
Solving the Traveling Salesman Problem (TSP) using simulated annealing optimization with practical implementation insights including temperature scheduling, neighbor solution generation, and acceptance probability functions.
Multi-Parameter Automatic Selection Optimization for Support Vector Machines
Support Vector Machine multi-parameter automatic selection optimization program! Machine learning and data mining tool implemented in MATLAB with automated parameter tuning algorithms.
Bayesian Classification Algorithm with IRIS Dataset Implementation
Classification of UCI IRIS Dataset using Bayesian Classification Algorithm with Python Code Implementation
Constructing a Wavelet Neural Network Load Forecasting Model
Establishing a wavelet neural network load forecasting model with optimized node selection (input layer, hidden layer, output layer) and implementing appropriate training functions to enhance convergence speed and forecasting accuracy. Includes algor
MATLAB Neural Network Beginner Case Study with Implementation Examples
This is a MATLAB neural network introductory case study (in .doc format) that I downloaded from a technical forum, designed to assist beginners in understanding fundamental neural network concepts through practical implementation examples and code ex
MATLAB Implementation of Clustering Algorithms Based on Nearest Neighbor Function Value Rule
MATLAB-based clustering algorithms utilizing nearest neighbor function value principles for data pattern discovery and structure analysis
Registration Algorithms for SAR and Optical Image Alignment
Advanced registration algorithms for SAR and optical image integration with code implementation considerations
UAV Path Planning with Ant Colony Algorithm and Digital Terrain Models
UAV Path Planning, Ant Colony Optimization Algorithm, Digital Terrain Modeling