MATLAB Source Files for Pattern Recognition and Clustering Algorithms
MATLAB-implemented pattern recognition and clustering source files with comprehensive algorithm implementations
Pseudo-Spectral Optimization Software Using Gauss Pseudo-Spectral Method
Pseudo-Spectral Optimization Software Implementing Gauss Pseudo-Spectral Method
Pulse-Coupled Neural Network (PCNN) Noise Removal Algorithm
Implementation of noise removal using Pulse-Coupled Neural Network (PCNN) with adaptive image processing capabilities
Training Classifiers Using Neural Networks
Implementation and Optimization of Neural Networks for Classifier Training
Transformer Fault Diagnosis Using Support Vector Machines
Transformer Fault Diagnosis Based on Support Vector Machine Algorithm
Various Linear and Nonlinear Kernels
Different Types of Linear and Nonlinear Kernels with Implementation Approaches
Four SVM Toolboxes for Classification and Regression Algorithms
Classification and regression algorithms implemented in four distinct SVM toolboxes with code implementation specifics
Simulation of Three-Robot Formation Control with Leader-Follower Implementation
Simulation of three-robot formation control using leader-follower pattern with kinematic modeling and real-time position tracking algorithms
Multi-Objective Evolutionary Optimization Algorithms
Advanced multi-objective evolutionary optimization algorithms with code implementation insights
MATLAB Implementation of PSO-Based PID Tuning
MATLAB program implementing PID controller tuning using Particle Swarm Optimization (PSO) algorithm
JPG Image Segmentation Program Using Genetic Algorithm-Optimized Otsu Method
An efficient image segmentation implementation combining Genetic Algorithm with Otsu's method for JPG format images, featuring optimized threshold selection and enhanced computational performance.
Genetic Algorithm Implementation in MATLAB
Implementation of Genetic Algorithm in MATLAB with Floating-Point Encoding and Adaptive Crossover/Mutation Strategies
Training Hopfield Neural Networks for Image Pattern Recognition
Implementation of image-based training for Hopfield neural networks with pattern storage and noise recovery capabilities
Binary Particle Swarm Optimization (BPSO) Implementation in MATLAB
MATLAB Implementation of Binary Particle Swarm Optimization Algorithm for Discrete Optimization Problems
Big Data Processing: Data Cleaning and Missing Value Deletion Program
Techniques and Implementation for Data Cleaning and Missing Value Handling in Big Data Processing
Ant Colony Optimization (ACO) for Feature Selection
Feature Selection Using Ant Colony Optimization Algorithm with Implementation Insights
RBF Neural Network Implementation Example
A MATLAB-based RBF neural network example demonstrating network architecture, training methods, and practical applications with code implementation details.
Optimizing Fuzzy Control Using Genetic Algorithms
Genetic Algorithm Optimization for Fuzzy Systems with Code Implementation Details
Feature Selection for Petroleum Reservoir Evaluation Metrics Using an Improved Differential Evolution Algorithm
Feature Selection for Petroleum Reservoir Evaluation Metrics Based on an Enhanced Differential Evolution Algorithm with Code Implementation Insights
An Example of SVM Implementation: Wine Classification Case Study
A Practical Implementation of Support Vector Machines (SVM) for Wine Classification with Code-Oriented Explanations