Pattern Recognition Assignment Programs
Self-implemented pattern recognition algorithms including Perceptron Algorithm, Multi-class Perceptron Algorithm, and K-means Clustering with detailed code implementation
Linearized Bregman Method for Sparse Signal Recovery in Compressed Sensing
Linearized Bregman Algorithm for Sparse Signal Reconstruction in Compressed Sensing with Implementation Insights
BP Neural Network Prediction: Algorithm Implementation and Applications
Implementation methodology and practical applications of BP neural networks for predictive modeling across various domains
DE Differential Evolution Optimization Algorithm with Source Code Implementation
Source code implementation of DE Differential Evolution optimization algorithm, originally downloaded from international technical resources, featuring population-based evolutionary operations and mutation strategies for global optimization problems.
Three-Dimensional Finite Element Static Problem Analysis
A MATLAB-implemented 3D finite element static analysis program utilizing 20-node hexahedral elements with stress contour visualization capabilities.
An Image Segmentation Algorithm Using Region Growing Approach
An image segmentation algorithm that employs region growing to partition images, resulting in closed boundary curves for segmented regions.
One-Dimensional Moving Least Squares (MLS) Matlab Implementation
A MATLAB computational program for one-dimensional Moving Least Squares (MLS) method, designed for advanced curve fitting applications with configurable smoothing parameters
Enhanced Algorithm Based on Extreme Learning Machine with Incremental Learning Integration
This work focuses on improving extreme learning machine algorithms by incorporating incremental learning capabilities, enabling dynamic adaptation to new data streams while maintaining computational efficiency through optimized weight updating mechan
Chaos Control and Chaos Synchronization Simulation Programs
Implementation of Chaos Control Algorithms and Chaos Synchronization Simulation Techniques with Code Examples
Automated 3D Point Cloud Registration Using ICP Algorithm
Implementing automatic registration of 3D point cloud data using the Iterative Closest Point (ICP) algorithm with technical implementation insights
Kernel Principal Component Analysis (KPCA) Algorithm Source Code Implementation
MATLAB source code implementation for Kernel Principal Component Analysis (KPCA) algorithm with kernel function integration and feature space transformation
GPS-Based Multi-Objective Optimization and Dynamic Multi-Objective Optimization Source Code
This repository contains implemented source code for both Multi-Objective Optimization Problems (MOP) and Dynamic Multi-Objective Optimization Problems (DMOP), featuring GPS-inspired optimization algorithms with comprehensive MATLAB implementations.
Particle Filter and Dozens of Matlab-Based Toolboxes
Particle Filter and Multiple Toolboxes (Matlab-Based Implementation)
Fisher Linear Discriminant: A Core Linear Classification Algorithm
Fisher Linear Discriminant serves as one of the most fundamental linear classification algorithms, operating by projecting d-dimensional samples onto an optimal projection line that maximizes class separability. This article implements the Fisher Lin
NSGA-II Algorithm Source Code Implementation in MATLAB
This repository contains the MATLAB implementation source code for the NSGA-II (Non-dominated Sorting Genetic Algorithm II) multi-objective optimization algorithm. After extensive effort in locating and verifying this implementation, I'm sharing it w
Implementation of Greedy Algorithm for Knapsack Problem in MATLAB
MATLAB program implementation using greedy algorithm to solve the knapsack problem with detailed code explanations and performance analysis
Modified PCA Algorithm for Face Recognition - MATLAB Source Code
MATLAB implementation of a modified PCA (Principal Component Analysis) approach for face recognition applications
Effective Frequency Offset Estimation Algorithm
This is a MATLAB simulation program for an effective frequency offset estimation algorithm, featuring implementation details and parameter customization capabilities for performance optimization.
Symbolic Solutions for Unconstrained Problems
Symbolic Solutions for Unconstrained Optimization Problems
MATLAB Code Implementation for Surface Fitting
MATLAB surface fitting program utilizing least squares method for optimal approximation, featuring robust algorithm implementation and practical applications