Neural Network PID Control Algorithm Simulation Examples
Simulation examples of neural network PID control algorithms with valuable reference implementations and code demonstrations
Professional MATLAB source code with comprehensive documentation and examples
Simulation examples of neural network PID control algorithms with valuable reference implementations and code demonstrations
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.
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
PSO-optimized BP neural networks demonstrate high practicality and superior predictive capabilities through weight and bias optimization
Elman Neural Network Regression Model Implementing GA-Optimized Weights and Thresholds with Practical Code Implementation Details
MATLAB implementation of robot path planning through genetic algorithm with detailed code explanations
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
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.
Implementation of genetic algorithm-optimized wavelet neural network for function approximation with complete program structure and enhanced convergence performance
Implementation of PSO algorithm for economic dispatch in a 40-unit generation system incorporating wind power integration
Implementation of Fuzzy C-Means Clustering Using MATLAB's Built-in FCM Function - A Practical Example with Code Integration
The companion Genetic Algorithm Toolbox gatbx for MATLAB Genetic Algorithm Toolbox and Applications
Solving the Traveling Salesman Problem (TSP) using simulated annealing optimization with practical implementation insights including temperature scheduling, neighbor solution generation, and acceptance probability functions.
Support Vector Machine multi-parameter automatic selection optimization program! Machine learning and data mining tool implemented in MATLAB with automated parameter tuning algorithms.
Classification of UCI IRIS Dataset using Bayesian Classification Algorithm with Python Code Implementation
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
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-based clustering algorithms utilizing nearest neighbor function value principles for data pattern discovery and structure analysis
Advanced registration algorithms for SAR and optical image integration with code implementation considerations
UAV Path Planning, Ant Colony Optimization Algorithm, Digital Terrain Modeling