Linear Regression Using Gradient Descent Algorithm
Implementation of linear regression using gradient descent method in MATLAB - a practical machine learning routine with code examples and algorithm explanation.
Simulink Simulation Model for Voltage-Regulated Speed Control of Three-Phase Induction Motors
This is a practical Simulink simulation model for voltage-regulated speed control of three-phase induction motors, featuring adjustable voltage and speed parameters with comprehensive motor behavior analysis.
Practical MATLAB-Based WAV Music Player Design
Functional MATLAB-designed WAV music player featuring pause, stop, playlist management, and loop playback capabilities with multi-format audio support through signal processing implementations.
Multi-Objective Optimization Algorithms Collection
A practical algorithmic toolkit for solving multi-objective problems, featuring various optimization approaches and implementation examples
MATLAB Implementation of Bifurcation Diagram
A highly practical MATLAB program for generating bifurcation diagrams with valuable reference implementation for dynamic systems analysis.
Self-Developed Enhanced ELMAN Network Identification Program with Practical Applications
A custom-developed improved ELMAN network identification program featuring adaptive parameter optimization and open-source implementation for time series analysis
MATLAB Code Implementation for 3D Curve Plotting
MATLAB 3D curve plotting program with simple yet practical implementation, featuring code examples for plot3 function usage and parameter configuration to assist users in visualizing three-dimensional data effectively.