Affinity Propagation Self-Similarity Spreading Clustering Source Code
Complete source code implementation for Affinity Propagation clustering algorithm with detailed technical documentation.
PID Neural Network Control Algorithm with Implementation Code
PID Neural Network Control Simulation Code - A comprehensive implementation for control system simulation using PID-enhanced neural networks
Fuzzy Control Course Project
This is my graduate-level Intelligent Computing course project featuring executable MATLAB m-files and Simulink mdl files implementing fuzzy control systems with complete algorithm implementations.
Several Quantum Algorithm Implementations
Source code implementations of quantum algorithms including Genetic Algorithm and Neural Network with computational optimizations
Radar Signal Feature Extraction for Pattern Recognition Implementation
Feature extraction of radar signals to achieve pattern recognition, including source code implementation with algorithms like FFT, wavelet transforms, and statistical feature calculation methods
MATLAB Implementation of Genetic Algorithm for Wind Turbine Blade Optimization
This MATLAB-based genetic algorithm program is designed for wind turbine blade optimization, featuring implementations of selection, crossover, and mutation operations with fitness evaluation functions. Collaboration and discussion are welcomed.
Temperature Control Program Based on MATLAB Fuzzy Neural Network
MATLAB-based fuzzy neural network temperature control program implementing adaptive thermal regulation through hybrid AI algorithms
Implementation Code of Artificial Fish Swarm Algorithm
Implementation code of Artificial Fish Swarm Algorithm for solving optimization problems, featuring superior performance compared to genetic algorithms with key functions including prey, swarm, and follow behaviors
Solving Optimal Power Flow Problems in Power Systems Using Genetic Algorithms
Implementation of genetic algorithms for optimal power flow problems in power systems. The program consists of two main components: opf1 handles power flow model formulation, while gaopf serves as the main function to minimize fuel costs through evol
Neural Network Source Code for Remote Sensing Image Classification Applications
Neural network source code implementable for remote sensing image classification, featuring methods including Backpropagation (BP) and Kohonen algorithms with detailed architecture specifications.
Neural Network PID Control Strategy
This paper discusses neural network PID control strategy, proposing a single-neuron adaptive PID controller with its control model. It explores the learning algorithm for single-neuron adaptive PID control, constructing an adaptive PID controller by
Neural Network MATLAB: RBF Network Source Code Implementation
MATLAB source code for implementing Radial Basis Function (RBF) neural networks, featuring comprehensive algorithm explanations and practical implementation details
Optimizing Neuro-Fuzzy Network Controllers Using PSO Algorithm with MATLAB Implementation
Implementing PSO algorithm in MATLAB to optimize neuro-fuzzy network controllers, with performance comparison against PID controllers and conventional fuzzy controllers using simulation-based evaluation metrics.
MATLAB Implementation of Radial Basis Function (RBF) Network
This RBF program implements function approximation with proven effectiveness through personal debugging and testing. The implementation includes core RBF algorithms with Gaussian basis functions and weight optimization.
Hybrid Image Compression Using Wavelet Transform and Neural Networks
Implementation of hybrid image compression combining wavelet transform and neural networks, providing practical assistance with complete code demonstrations and algorithm explanations.
Original Vehicle Routing Problem Solver Using Genetic Algorithm
An original implementation of VRP (Vehicle Routing Problem) solution using genetic algorithm, developed in MATLAB with optimized path planning and evolutionary computation techniques
Image Segmentation Based on Local Fuzzy C-Means Clustering Algorithm
MATLAB source code for image segmentation using Local Fuzzy C-Means Clustering algorithm with enhanced implementation details
Genetic Algorithm-Based TSP Solution with Code Implementation Details
Genetic Algorithm Implementation for Traveling Salesman Problem (TSP) - Comprehensive tutorial with technical explanations and code structure. For high-resolution tutorial documents, please contact me due to file size limitations.
MATLAB Source Code for Artificial Bee Colony Algorithm
MATLAB source code implementations of the Artificial Bee Colony algorithm, featuring two distinct versions: the original author's implementation and an enhanced optimization version.
Optimization of BP Neural Network Weights and Thresholds Using Genetic Algorithm
This approach utilizes genetic algorithms to optimize the weights and thresholds of a BP neural network, followed by comprehensive training to develop a predictive model. The process includes practical implementation examples with code-related enhanc