Implementation of Genetic Algorithm for Job Shop Scheduling in MATLAB
MATLAB source code implementation of genetic algorithm for job shop scheduling with reference basic approach and practical programming insights
Self-Organizing Neural Networks for Image Segmentation
MATLAB Implementation of Self-Organizing Neural Networks for Image Segmentation with Code Integration
MATLAB Implementation of Face Recognition Using Neural Networks
Face Recognition System Based on Neural Network with Concise Code Implementation. Key Functions: NEWFF - Creates a new feed-forward neural network, TRAIN - Trains the BP neural network, SIM - Simulates the BP neural network performance. The code demo
Direct Utilization of MATLAB Genetic Algorithm Toolbox
The weight optimization of BP neural networks represents an unconstrained optimization problem with real-number encoding, making it suitable for direct implementation using MATLAB's genetic algorithm toolbox. The provided code demonstrates nonlinear
MATLAB Simulation of Quantum Particle Swarm Optimization Algorithm
MATLAB simulation program for Quantum Particle Swarm Optimization algorithm with Chinese annotations, including detailed code implementation explanations and parameter optimization guidelines.
Logistics Center Location Optimization Using Immune Algorithm with 31 Provincial Capital Coordinates
Implementation of Immune Algorithm for Logistics Center Location Problem featuring coordinate data of 31 Chinese provincial capitals, with detailed step-by-step explanations and code-oriented descriptions
MATLAB Genetic Algorithm Toolbox and Applications with Source Code
Source code for "MATLAB Genetic Algorithm Toolbox and Applications" with implementation examples
Extended Informax Algorithm and Fixed-Point FastICA Algorithm Implementation
MATLAB implementation of the Extended Informax algorithm and fixed-point FastICA algorithm for blind source separation of mixed signals, featuring signal processing optimization techniques
EEG Signal Analysis with Fast ICA Denoising
EEG Signal Processing with Fast Independent Component Analysis for removing ECG, EOG, and EMG artifacts, demonstrating effective noise reduction performance
Optimization Analysis Based on Fish School Algorithm with MATLAB Implementation
Comprehensive MATLAB code analysis and practical implementation guide for the Fish School Optimization algorithm, including algorithmic principles and code examples
MATLAB Implementation of Backpropagation Neural Network
A MATLAB-based program implementing Backpropagation Neural Network algorithm for pattern recognition, prediction, and classification tasks.
Particle Swarm Optimization (PSO) for Enhancing BP Neural Networks
MATLAB implementation of Particle Swarm Optimization algorithm for optimizing Backpropagation Neural Networks with detailed code structure and parameter configuration
Neural Network-Based Traffic Flow Prediction in MATLAB
MATLAB Neural Network Traffic Flow Prediction with Optimized Source Code
Research Papers on Fuzzy Kernel Clustering Algorithm with MATLAB Source Code
Several academic papers on fuzzy kernel clustering algorithms accompanied by MATLAB implementations, enabling practical learning through hands-on coding exercises to master fuzzy clustering methodologies.
Function Optimization Using Artificial Immune Clone Algorithm
Implementation of function optimization with artificial immune clone algorithm, demonstrating effective performance through practical execution
Short-Term Load Forecasting Using MATLAB's Wavelet Toolbox and Neural Network Toolbox
Implementation of short-term load forecasting by leveraging MATLAB's Wavelet Toolbox for signal decomposition and Neural Network Toolbox for pattern recognition and predictive modeling
Wind Speed Prediction Using SVM in MATLAB
Implementing wind speed prediction with Support Vector Machine (SVM) in MATLAB using custom-written code, featuring discussions on parameter configuration, feature engineering, and comparative performance analysis
AdaBoost Implementation Algorithm
Implementation of AdaBoost algorithm (written by international authors with comprehensive analysis and code-level insights)
MATLAB Code Implementation for License Plate Recognition System
A complete license plate recognition program utilizing morphological methods for plate localization and neural networks for character recognition. This implementation demonstrates a simplified yet functional approach with multiple image examples, sui
Quantum Genetic Algorithm Optimization for Standard Functions
MATLAB source code implementation for optimizing standard functions using quantum genetic algorithms