MATLAB Source Code for Quantum-Behaved Particle Swarm Optimization (QPSO) Algorithm
Complete MATLAB implementation of Quantum-Behaved Particle Swarm Optimization algorithm with detailed code explanations for researchers and developers
Neural Network MATLAB Programming
MATLAB Programming for Artificial Neural Networks - Implementation and Algorithm Design
Sparse Coding Algorithm
Sparse coding algorithm implementation and its application in "self-taught learning" machine learning frameworks, which combines limited labeled data with abundant unlabeled data from different distributions.
Two AdaBoost Algorithms with Code Implementation
Two concise AdaBoost algorithms with Chinese comments, where the second code represents an improved version of the first with enhanced efficiency and accuracy.
Genetic Algorithm for Job Shop Scheduling Problem
MATLAB source code implementing genetic algorithm for job Shop Scheduling Problem, featuring chromosome encoding, fitness evaluation, and optimization operators
BP Neural Network for Traffic Flow Prediction
BP Neural Network Prediction - Original MATLAB implementation for traffic flow forecasting with code-level algorithm insights
Mean Shift Method for Image Contrast Enhancement
A small demonstration using the mean shift method to enhance image contrast (development platform: MATLAB 7.0) with implementation details and algorithm explanation
Optimization Design of PID Controller Using Particle Swarm Algorithm
Optimization Design of PID Controller Based on Particle Swarm Algorithm, Specifically Designed for Beginners' Learning with Code Implementation Insights
Breast Tumor Diagnosis Using LVQ Neural Network Classification in MATLAB
Implementing LVQ Neural Network Classification for Breast Tumor Diagnosis in MATLAB with Code Implementation Details
MATLAB Implementation of Fuzzy Clustering Algorithm with Code Examples
Fuzzy clustering algorithm implementation for data cluster analysis with MATLAB code demonstrations, providing reference material for researchers and developers.
Image Segmentation Using C-Means Clustering Method
Implementation of image segmentation using C-means clustering algorithm with MATLAB code, including comprehensive experimental report with code analysis and results evaluation
MATLAB Implementation of Ant Colony Optimization Algorithm
MATLAB program implementation of Ant Colony Algorithm - Sharing optimized heuristic solutions for collective intelligence problems
Particle Swarm Optimization for Path Planning
Particle Swarm Optimization (PSO) originated from Complex Adaptive System (CAS) theory, which was formally proposed in 1994. In CAS, members are called agents - for example, in studying bird flock systems, each bird represents an agent. Agents posses
Particle Swarm Optimization Algorithm for 1D and 2D Function Optimization
Implementation of PSO algorithm for solving single-variable and multi-variable objective function optimization problems with code structure descriptions for multidimensional applications
Image Segmentation Using Genetic Algorithm Implementation
MATLAB implementation of genetic algorithm for solving image segmentation problems with detailed code explanations
Genetic Algorithms: Applications and Implementation Approaches
Exploration of Genetic Algorithm Applications with Code Implementation Insights
Solving Nonlinear Equations Using Genetic Algorithms
Genetic Algorithm Implementation for Nonlinear Equation Systems - Extensive development effort with detailed code explanations to assist researchers
Genetic Algorithm Optimized Fuzzy C-Means Clustering with MATLAB Implementation
MATLAB source code for fuzzy C-means clustering enhanced by genetic algorithm. The standard fuzzy C-means (FCM) algorithm often converges to local minima, which is addressed by integrating genetic algorithm optimization. The implementation first uses
BP Neural Network Curve Fitting Without Toolbox Implementation
Manual implementation of BP neural network for curve fitting without relying on toolbox functions, featuring custom gradient descent optimization and layer-by-layer error backpropagation for educational purposes
Particle Swarm Optimization Algorithm Source Code Collection
Comprehensive source code implementations of various PSO algorithms including Standard PSO, Hybrid PSO, and Improved PSO variants. Features detailed code comments and practical examples, making it an ideal resource for PSO beginners to understand alg