Hybrid Ant Colony Algorithm Integrating Greedy Strategy and Genetic Algorithm Mutation Strategy
Enhanced Hybrid Ant Colony Optimization Algorithm Incorporating Greedy Selection and Genetic Mutation Strategies for Improved Solution Quality
Understanding Genetic Algorithm Concepts and Applications
Comprehension of genetic algorithm principles and their application in function minimization using optimization techniques such as crossover and mutation operations with code implementation insights
MATLAB Implementation of Elman Neural Network
MATLAB implementation of Elman neural network featuring efficient computation time and straightforward programming structure
MATLAB-Based PID Tuning Using Particle Swarm Optimization (PSO) Algorithm
A PID tuning program developed by an Egyptian student using MATLAB's PSO implementation, featuring detailed usage instructions within code comments and demonstrating practical optimization techniques for control system design.
MATLAB Source Code for License Plate Localization Using Adaboost Algorithm
Updated October 10th Adaboost-based license plate localization MATLAB source code with improvements from the second upload. The implementation still requires substantial training time but includes integral image computation, Haar feature generation m
Perceptron Neural Network, Linear Network, Backpropagation Neural Network, and Radial Basis Function Network Implementation
MATLAB implementation of multiple neural network architectures including perceptron networks, linear networks, backpropagation neural networks, and radial basis function networks with code-level explanations
Easily Understandable SVM MATLAB Toolbox
A user-friendly SVM MATLAB toolbox designed for classification and regression tasks, featuring comprehensive examples and clear implementation demonstrations to facilitate understanding of support vector machine algorithms.
Adaptive Composite Simpson's Rule Integration
This program implements adaptive composite Simpson's rule integration with three MATLAB files: mainnaadaptsimpson
Modeling of Intelligent Vehicle Longitudinal Dynamics and Control System Design
Development of longitudinal dynamic modeling and robust control strategies for autonomous vehicle acceleration/braking systems with PID implementation approaches
Chaotic Particle Swarm Optimization Algorithm
An enhanced optimization technique combining particle swarm intelligence with chaotic dynamics for improved global search capability and convergence performance.
Wavelet Neural Network MATLAB Implementation
A versatile MATLAB implementation of wavelet neural networks combining wavelet transformation and neural network algorithms for various signal processing applications.
CART Algorithm for Decision Tree Implementation
MATLAB implementation of the CART (Classification and Regression Trees) algorithm for decision trees, featuring robust functionality and optimized performance for classification and regression tasks.
Simulated Annealing Particle Swarm Optimization Algorithm
Simulated Annealing Particle Swarm Optimization - A practical and efficient implementation with comprehensive code structure and parameter tuning guidelines
Entropy Weight Method Implementation in MATLAB for Weight Calculation
MATLAB code for calculating weights using entropy weight method, complete with algorithm explanation and implementation details
SVM-KMExample: MATLAB Implementation of Support Vector Machines with Comprehensive Code Examples
SVM-KMExample provides extensive MATLAB implementations of Support Vector Machines, featuring rich case studies with practical datasets, complete with ready-to-run code and algorithm explanations.
Genetic Simulated Annealing-Based Clustering Algorithm
A clustering algorithm integrating Genetic Algorithm (GA) with Simulated Annealing (SA) for enhanced optimization. By combining GA's population-based search and SA's probabilistic acceptance of suboptimal solutions, the algorithm effectively mitigate
Multi-Agent Consensus Theory for Formation Control
Based on multi-agent consensus theory, an adjacency matrix is defined through the topological structure of multi-agent systems, enabling coordinated formation movement where multiple agents transition from dispersed initial positions to a predetermin
MATLAB Source Code for Mie Theory: Light Scattering by Metal Nanoparticles [With MATLAB Implementation]
Mie Theory MATLAB Implementation for Analyzing Light Scattering Properties of Metallic Nanoparticles [Includes Complete MATLAB Source Code]
Integration and Comparative Experiments of Genetic Algorithms, Simulated Annealing, and Particle Swarm Optimization – Ready-to-Use with Minor Modifications
A practical study on combining and comparing Genetic Algorithms, Simulated Annealing, and Particle Swarm Optimization. Includes implementation insights and reusable code structure for easy adaptation.
BP Algorithm Routine (Neural Network) for MATLAB
MATLAB implementation of BP algorithm for neural networks - Original BP_matlab.rar file containing complete neural network training code with backpropagation algorithm implementation.