Adaptive Neuro-Fuzzy Inference System (ANFIS) Model Development
High-precision modeling using Adaptive Neuro-Fuzzy Inference System (ANFIS) with neural network optimization
Genetic Algorithm-Optimized BP Neural Network Algorithm
Implementation Tutorial for Genetic Algorithm-Optimized BP Neural Network Algorithm For detailed explanations with code implementation examples, please refer to the included tutorial. Due to file size limitations, contact me for high-definition tutor
MATLAB Implementation of Artificial Immune Algorithm
A comprehensive MATLAB program implementing artificial immune algorithm, featuring clear code structure with key functions for antibody initialization, affinity calculation, cloning operation, and mutation processes - highly valuable for beginners in
A Simplified Implementation of the Ant Colony System (ACS) Algorithm
A straightforward and easy-to-understand program demonstrating the Ant Colony System algorithm, suitable for educational purposes
Multicast Routing Problem with QoS Constraints is an NP-Complete Problem
The multicast routing problem with QoS (Quality of Service) constraints is classified as NP-complete. The genetic simulated annealing algorithm, which integrates genetic algorithms and simulated annealing algorithms, provides a viable solution approa
Neural Network-Based Self-Tuning PID Control Algorithm
Source code for a self-tuning PID control algorithm based on neural networks, featuring high practical value and proven operational stability through comprehensive testing
Vold-Kalman Order Tracking Algorithm Implementation
Implementation of Vold-Kalman order tracking algorithm with practical applications in signal processing and rotating machinery analysis, featuring code examples and algorithmic explanations.
Adaptive Particle Swarm Optimization Algorithm
Adaptive Particle Swarm Optimization algorithm introduces entropy and average particle distance concepts to standard PSO, significantly improving convergence speed while reducing local optimum entrapment, making it more effective for solving complex
MATLAB Implementation of Support Vector Machines with Code Descriptions
MATLAB implementation of Support Vector Machines featuring both linear and nonlinear algorithms, complete with comprehensive documentation files explaining usage and underlying methodologies.
Implementing K-means Clustering Algorithm in MATLAB
MATLAB Implementation of K-means Clustering Algorithm with Code Examples and Technical Explanations
Extremely Simple Genetic Algorithm
A minimalist genetic algorithm source code originally developed by Denis Cormier (North Carolina State University) and revised by Sita S. Raghavan (University of North Carolina at Charlotte). The code is intentionally kept minimal and requires minima
Robust Controller Design Using Genetic Algorithm with Visualization Capabilities
Implementation of genetic algorithm-based robust controller design and visualization program for a specified system, featuring automated parameter optimization and performance analysis tools
MATLAB Genetic Algorithm Toolbox Implementation
A highly efficient and user-friendly Genetic Algorithm toolbox featuring comprehensive algorithm libraries with extensive practical examples for rapid implementation and deployment.
Brain Storm Optimization Algorithm
Brain Storm Optimization Algorithm - An Emerging Approach in Swarm Intelligence Algorithms
Artificial Immune Systems Tutorial Presentation
A comprehensive tutorial presentation on Artificial Immune Systems (AIS), covering artificial immune algorithms with practical implementation insights. Essential learning resource for those interested in bio-inspired computing approaches.
Genetic Algorithm Optimization for Support Vector Machine Algorithm
Application Background: The current standalone SVM exhibits limited recognition accuracy. This program employs genetic algorithms to optimize the SVM algorithm, enhancing its precision and predictive performance. Key Technology: GA-SVM optimization a
MATLAB Toolbox for Simulated Annealing Algorithm
A comprehensive MATLAB toolbox for simulated annealing algorithm applications, suitable for multi-objective optimization, constrained optimization problems, and integration with evolutionary algorithms - an essential tool for complex optimization cha
Implementation of CART Algorithm in MATLAB
A MATLAB-based implementation of CART (Classification and Regression Trees) algorithm for pattern recognition tasks, supporting both classification and regression analysis. The package includes detailed documentation, sample routines, and code explan
RBF Neural Network Chaos Prediction Control with MATLAB Implementation
Chaos prediction control using RBF neural networks with complete MATLAB source code for system implementation and testing
SVM Classification and Practical Applications
Classification and applications of SVM - featuring detailed practical examples with code implementation insights