MATLAB Genetic Algorithm Program Suite: 13 Implementation Examples
A comprehensive MATLAB genetic algorithms program collection featuring 13 distinct implementations covering core operations and optimization applications
MATLAB License Plate Recognition Source Code
This MATLAB program implements license plate recognition using neural networks for processing 6 segmented images of size 16×8. The implementation includes image preprocessing and neural network classification, though sample datasets are not provided
Path Planning Using Genetic Algorithms
Shortest Path Planning with Genetic Algorithms on Grid Maps
Neural Network Ant Colony Algorithm
Introduction to Neural Network Ant Colony Algorithm covering three key aspects with useful implementation insights and code-related descriptions - highly recommended for download and learning.
Bacterial Foraging Random Optimization: Research Paper and MATLAB Source Code
Research paper and MATLAB source code for Bacterial Foraging Random Optimization algorithm. This evolutionary algorithm can handle global optimization, multi-objective optimization, constraint optimization, and dynamic optimization problems, with det
Several Neural Network Demonstrations
Multiple MATLAB demonstration programs for neural networks, including self-written and modified implementations of BP, RBF, PNN, Hopfield, and other network architectures
Path Planning
Path planning is a primary research focus within motion planning, which consists of path planning and trajectory planning. The sequence of points or curves connecting a start position to an end position is referred to as a path, and the strategy used
Solving the Multiple Traveling Salesmen Problem with MATLAB
MATLAB-based solution for the Multiple Traveling Salesmen Problem featuring optimized route planning algorithms, matrix computations, and distance minimization techniques
MATLAB Simulation for Digit Recognition
MATLAB simulation for digit recognition using image preprocessing and neural network training, achieving high accuracy through systematic implementation. The workflow involves image cropping, dataset preparation, neural network architecture design, a
PSO-Based MPPT Controller for Solar Panels
Implementation of a Particle Swarm Optimization (PSO) based Maximum Power Point Tracking (MPPT) controller for photovoltaic systems with code-level algorithm explanation.
MATLAB Implementation of License Plate Character Recognition
This complete MATLAB program for license plate character recognition provides comprehensive content with strong practicality, serving as valuable reference material for pattern recognition studies. The implementation includes image preprocessing, cha
Echo State Neural Network (ESN): A High-Performance Recurrent Neural Network with MATLAB Implementation Toolkit
Echo State Neural Network (ESN) is an exceptional recurrent neural network architecture widely studied across multiple domains. This MATLAB toolbox, developed by ESN's original inventors, provides researchers and practitioners with reference implemen
Adaboost_M1 - Ensemble Method for Combining Multiple Classifiers
A MATLAB implementation of Adaboost_M1 algorithm, primarily designed for bundling different classifiers. This implementation demonstrates a practical approach to boosting methodology.
Duda's Pattern Recognition
Duda's Pattern Recognition - A Classic Reference with Extensive Pseudocode for Algorithm Implementation, Providing Valuable Insights and Design Approaches. For questions, please leave comments at http://asr.blog.hexun.com/
Numerical Optimization: Key Operations on Various Functions with Implementation Examples
This upload contains valuable resources for numerical optimization, focusing on computational operations applied to different mathematical functions. The package includes unconstrained test problems suitable for academic research and numerical comput
Genetic Algorithms for Solving Constrained Optimization Problems
Genetic Algorithms Approach to Constrained Optimization: General Methodology, Encoding Design, and Implementation Framework
MATLAB Genetic Algorithm Implementation with Comprehensive Code
A complete and practical MATLAB genetic algorithm program featuring diverse optimization functions, selection mechanisms, and crossover operations, ideal for evolutionary computation projects. Ready-to-use code available for download.
Chicken Swarm Optimization (CSO) Algorithm
Complete MATLAB implementation of Chicken Swarm Optimization algorithm with detailed code explanations. Features comprehensive comments, parameter descriptions, and test cases for practical learning and optimization problem-solving applications.
MATLAB Implementation of Backpropagation Neural Network
This implementation demonstrates a BP neural network in MATLAB, featuring complete training and prediction workflows. We welcome discussions and knowledge exchange on neural network implementations and optimization techniques.
MATLAB Code Implementation for Support Vector Machines
MATLAB source code for Support Vector Machines (SVM) with implementation for pattern recognition and nonlinear problem solving. Ideal for beginners and practitioners seeking practical SVM applications without deep theoretical dive, featuring detailed