Source Code for Optimizing BP Neural Networks Using Genetic Algorithms
Reprinted source code focusing on fitness function implementation in genetic algorithm-optimized BP neural networks
Integration of Genetic Algorithm with BP Neural Network
Custom-developed code combining genetic algorithm with BP neural network for multi-objective optimization on neural network models! Includes detailed documentation with comprehensive results explanation! Implements BP-GA multi-objective optimization
Prediction Using Radial Basis Function Neural Networks
MATLAB implementation of Radial Basis Function Neural Networks for prediction tasks, featuring algorithm explanation and key function descriptions
Remote Sensing Image Classification Using BP Neural Network
MATLAB-based BP Neural Network Implementation for Remote Sensing Image Classification with Code Optimization Techniques
MATLAB Source Code for PSO (Particle Swarm Optimization) Algorithm
MATLAB source code implementation of Particle Swarm Optimization (PSO) algorithm for finding optimal numerical solutions in solution space, featuring customizable parameter configuration and objective function handling.
Convolutional Restricted Boltzmann Machines in Deep Learning Methods
Essential learning resource for Convolutional Restricted Boltzmann Machines in deep learning, facilitating understanding of methodological principles with code implementation insights.
Fuzzy Clustering MATLAB Code for Learning and Implementation
MATLAB implementation of fuzzy clustering algorithm with comprehensive code structure, featuring key functions like fuzzy c-means (FCM) initialization, membership matrix calculation, and cluster centroid updates.
Workpiece Image Preprocessing with Enhanced Genetic Algorithm and Hausdorff Distance
This program implements workpiece image preprocessing and edge extraction, combining improved genetic algorithms with Hausdorff distance for object recognition. It utilizes Canny edge detection as matching features, employs modified Hausdorff distanc
Solving Power System Optimization Problems Using Standard PSO Algorithm
Implementation of standard Particle Swarm Optimization (PSO) algorithm for large-scale power system optimization with 40-node problem configuration
Genetic Algorithm for Multivariate Regression Fitting
A program utilizing genetic algorithms for multivariate regression fitting with excellent performance and reliable results! Highly recommended implementation featuring chromosome encoding, fitness evaluation, and population evolution mechanisms.
GentleBoost: A Variant of the Boosting Algorithm
GentleBoost - A popular machine learning algorithm variant that iteratively combines weak classifiers into a strong classifier, widely applied in computer vision and NLP with robust implementation characteristics.
Adaptive Genetic Algorithm Source Code
High-quality adaptive genetic algorithm source code with significant reference value, featuring self-adjusting parameters and robust optimization capabilities
MATLAB Implementation of Genetic Algorithm for Support Vector Machine Parameter Optimization
A genetic algorithm implementation designed to optimize kernel function parameters and related hyperparameters for Support Vector Machines (SVM), featuring selection, crossover, and mutation operations with fitness evaluation through model performanc
MATLAB Implementation of Genetic Algorithm with Code Structure
A genetic algorithm program implementation featuring selection, crossover, and mutation operations with fitness evaluation functions
MATLAB Implementation of LVQ Neural Network
Programming LVQ neural networks with clear classification effects, featuring code structure explanation and key algorithm implementation details for practical application.
RBF Neural Network for Classification with MATLAB Implementation
MATLAB implementation of RBF neural network for classification tasks, featuring parameter customization and adaptable code structure for various datasets
Fuzzy Neural Network for Predicting Foundation Settlement
Foundation Settlement Prediction Using Fuzzy Neural Networks (Source Code from Practical Neural Network Tutorial)
MATLAB Source Code for Standard Particle Swarm Optimization Algorithm
Ready-to-run MATLAB implementation of the standard Particle Swarm Optimization algorithm with complete source code
Genetic Algorithm Toolbox - Crossover Operation
Genetic Algorithm Toolbox featuring crossover, inheritance, and operators - excellent for optimization problems
Basic Particle Swarm Optimization Algorithms and Enhanced PSO Variants
Implementation of fundamental and improved Particle Swarm Optimization algorithms, including: Basic PSO for unconstrained optimization, Constriction Factor PSO, Linearly Decreasing Weight PSO, Adaptive Weight PSO, Random Weight PSO, Synchronous Learn