MATLAB Implementation of Backpropagation Neural Network
Original MATLAB source code for BP neural network implementation with training and prediction capabilities
Artificial Ant Colony Algorithm for Unconstrained Continuous Function Optimization
General MATLAB source code for artificial ant colony algorithm applied to unconstrained continuous function optimization. This implementation features pheromone-based probability selection, local search mechanisms, and global updating strategies. For
MATLAB Implementation of Bat Algorithm with Performance Validation
Implementation of bat algorithm in MATLAB, utilizing several common benchmark test functions to evaluate convergence speed and solution accuracy.
Facial Recognition Implementation Using Support Vector Machines
Implementing facial recognition using Support Vector Machines - while not achieving optimal performance, this approach provides valuable insights for discussion and knowledge sharing within the computer vision community.
Adaptive Genetic Algorithm
Technical insights discovered on CSDN platform
MATLAB Implementation of Improved Genetic Algorithm
An enhanced genetic algorithm program implemented in MATLAB, providing practical optimization capabilities with customizable features for various applications.
Developing Novel Hybrid Kernel Functions
Implementation of hybrid kernel functions by combining RBF and polynomial kernels within the libsvm framework, with comprehensive validation methodology
Simulated Annealing-Particle Swarm Optimization Hybrid Algorithm
Simulated Annealing-Particle Swarm Optimization Algorithm - This program combines simulated annealing with particle swarm optimization to achieve superior parameter optimization results through enhanced global search capabilities and convergence perf
Regression Prediction Analysis Using SVM Neural Networks
Regression Prediction Analysis with SVM Neural Networks - Shanghai Stock Exchange Opening Index Forecasting
SPSA Algorithm for PD Controller Design in Tanker Ship Systems
Implementation of Simultaneous Perturbation Stochastic Approximation (SPSA) for optimal Proportional-Derivative (PD) controller design in tanker ship navigation systems, including MATLAB/Simulink code integration and parameter optimization strategies
Enhanced Wavelet Clustering Algorithm
This MATLAB source code implements an improved wavelet clustering algorithm with enhanced functionality and flexibility for diverse datasets.
A GA-PSO Hybrid Algorithm with Enhanced Variable Boundary Handling
I implemented a downloaded GA-PSO hybrid optimization algorithm that combines Genetic Algorithm and Particle Swarm Optimization strategies. The algorithm demonstrated good efficiency but required modifications to handle variable-specific boundary con
MATLAB BP Neural Network Program for Highway Passenger Volume Prediction
MATLAB BP Neural Network Program for Highway Passenger Volume Prediction with Code Implementation Details
Various Classifiers for IRIS Dataset Classification
Multiple classifiers implementing unsupervised classification of multi-dimensional sampling points on the IRIS dataset. Classifiers can be adapted based on the number of categories, featuring partial code from pattern recognition assignments with imp
Rare Adaboost Implementation with Multidimensional and RBF Variants
A rare and comprehensive Adaboost program featuring 3D Adaboost, standard Adaboost, and RBF-integrated implementations - ideal for beginners interested in mastering ensemble learning algorithms with practical code examples
MATLAB Implementation of Fuzzy Segmentation with Advanced Thresholding Techniques
Fuzzy segmentation utilizing chaotic particle swarm optimization and 2D histogram oblique thresholding for image processing applications
Fuzzy Clustering Algorithm
Excellent fuzzy clustering algorithm implemented in MATLAB with comprehensive code documentation
MATLAB Implementation of Artificial Neural Networks with Source Code
Artificial Neural Networks with MATLAB - Comprehensive source code collection for effective neural network learning and implementation
Enhanced Simulated Annealing Algorithm with Implementation Details
Implementation and application of an improved simulated Annealing algorithm, featuring code-related optimizations and practical examples for better optimization performance.
Highly Practical SVM Toolbox with Advanced Computational Efficiency
A practical SVM toolbox featuring fast computational performance, complete with detailed documentation, usage examples, and implementation guidance for machine learning workflows.