Hopfield Neural Network Associative Memory - Digital Number Recognition
Associative Memory Implementation Using Hopfield Neural Network for Digital Number Recognition with Code Implementation Insights
Top Ten Classic Algorithms in Pattern Recognition
Comprehensive overview of the ten most influential pattern recognition algorithms with detailed implementation processes, carefully compiled and presented with technical insights
Enhanced Ant Colony Optimization Algorithm
This improved algorithm effectively resolves convergence issues and achieves exceptional clustering performance (as demonstrated in the attached result images). The enhanced ant colony algorithm builds upon genetic algorithm foundations by incorporat
Artificial Bee Colony Algorithm for Function Optimization
This is the MATLAB source code for function optimization from the book "Artificial Bee Colony Algorithm and Its Applications," featuring concise and easily understandable code implementation.
Object Recognition in Remote Sensing Images Using Fuzzy Neural Network Approach
Implementation of object recognition in remote sensing images through fuzzy neural networks with code integration and algorithmic enhancements
Image Enhancement Using Adaptive Genetic Algorithm
This program implements image enhancement through an adaptive genetic algorithm, with core concepts derived from a research paper published in the "Chinese Journal of Computers". The implementation includes population initialization, fitness evaluati
Fuzzy C-Means Clustering Method Implementation
This approach utilizes the Fuzzy C-Means (FCM) clustering algorithm to partition data vectors into three distinct clusters, with center parameters representing the calculated cluster centroids. The FCM method employs soft clustering where each data p
MATLAB Implementation of Wavelet Neural Networks
Implementation program for wavelet neural networks with computational coding based on MATLAB operations, including algorithm explanations and key function descriptions
Offline Prediction for a Wind Farm in Zhangjiakou
An offline prediction system for a wind farm in Zhangjiakou, with the core algorithm based on neural networks, involving data preprocessing, model training, and prediction workflows.
Image Segmentation Using Genetic Algorithm-based Maximum Entropy Single Threshold and Maximum Between-Class Variance Methods
MATLAB implementation of genetic algorithm-based image segmentation techniques including maximum entropy single threshold, maximum entropy double threshold, 2D maximum entropy single threshold, and maximum between-class variance (Otsu) methods with g
Bayesian Classifier MATLAB Implementation
MATLAB Program for Bayesian Classifier - Machine Learning Algorithm Implementation with Statistical Modeling and Classification Capabilities
Ant Colony Optimization (ACO) for Continuous Function Optimization
This MATLAB implementation applies Ant Colony Optimization (ACO) to solve continuous function optimization problems, featuring a grid-strategy approach based on Duan Haibin's "Ant Colony Algorithm: Principles and Applications".
An Excellent Pattern Recognition Assignment with Key Algorithms Implementation
A comprehensive pattern recognition assignment covering linear classifiers, minimum risk Bayesian classifiers, supervised learning hierarchical clustering analysis, K-L transform for feature extraction, and support vector machines with implementation
Function Extremum Optimization Using Real-Coded Genetic Algorithm
A comprehensive and accurate function extremum optimization program based on real-coded genetic algorithm
SVM Toolbox Implementation in MATLAB
Comprehensive SVM toolbox featuring complete functionality sets, demonstration programs with code examples, and detailed documentation covering algorithm implementations
MATLAB Implementation of ACO-Based QoS Multicast Routing Algorithm for Sensor Networks
MATLAB code implementation for QoS multicast routing using ant colony optimization algorithm in wireless sensor networks - Features mesh network topology support with detailed parameter configuration and path optimization techniques
MATLAB Implementation of Backpropagation Neural Network Algorithm
Backpropagation neural network algorithm program with function approximation simulation, containing detailed annotations and implementation explanations suitable for beginners.
Pattern Recognition Classification with C-Means Algorithm, HK Algorithm, and Perceptron Algorithm
Pattern recognition classification implemented using C-means clustering algorithm, Ho-Kashyap (HK) algorithm, and perceptron algorithm with code implementation details
RBF Neural Network for Function Fitting
% RBF Neural Network for Function Fitting % Development Platform - MATLAB 6.5
Multi-Agent Reinforcement Learning Algorithm Design Toolkit
A multi-agent toolkit designed for direct implementation and simulation of multi-agent reinforcement learning algorithms, featuring ready-to-use APIs and modular components