MATLAB Rough Set Attribute Reduction Program with Detailed Code Implementation
A MATLAB implementation of rough set attribute reduction algorithm featuring comprehensive code annotations and detailed explanations of the computational approach
ID3 Decision Tree MATLAB Source Code
This is the MATLAB implementation of ID3 decision tree algorithm with comprehensive code comments. The package includes three distinct datasets for testing, making it exceptionally accessible for understanding the algorithm's implementation.
Basic Artificial Potential Field Path Planning with Code Implementation
Customized basic artificial potential field path planning program featuring comprehensive code comments, highly beneficial for beginners to understand algorithm implementation and modifications.
Whale Optimization Algorithm (WOA) Complete MATLAB Implementation
A fully commented and executable MATLAB implementation of the Whale Optimization Algorithm, featuring mathematical modeling of whale migration behavior for optimization problem-solving
MATLAB Simulation Program for Phase-Locked Loop
A MATLAB simulation program for phase-locked loops with detailed annotations, designed to help you understand PLL implementation and functionality through practical code examples.
MATLAB Implementation of KPCA (Kernel Principal Component Analysis)
A well-designed KPCA program with comprehensive code comments, featuring kernel function implementation and eigenvalue decomposition for effective dimensionality reduction.
Penalty Function Method for Solving Constrained Equations with Code Implementation
Detailed Annotations and Self-Developed Source Code for Penalty Function Method to Solve Constrained Equations
MATLAB Implementation of ARMA Model
Detailed MATLAB code for ARMA (AutoRegressive Moving Average) model with comprehensive comments and implementation insights
Multi-Agent Vehicle Consensus in Discrete-Time Systems
Implementation of multi-agent vehicle consensus for discrete-time systems using MATLAB simulation. The code is runnable with graphical outputs and comprehensive annotations.
ISAR Motion Compensation Program Using Kylsdone Method
An ISAR motion compensation program that implements the Kylsdone method to eliminate range cell migration, featuring comprehensive code annotations and detailed algorithmic implementation.