Explore MATLAB source code curated for "遗传算法" with clean implementations, documentation, and examples.
Utilizing genetic algorithm toolbox for tuning and optimizing PID controller's three parameters, providing significant assistance for beginners in intelligent PID tuning optimization with practical implementation examples
Please review my implementation of a genetic algorithm designed to optimize the function f(x) = x*sin(10π*x) + 2.0, with x constrained to the interval [-1, 2]
A computational program combining genetic algorithm optimization with the moment method for antenna structure design and performance enhancement
Training BP Neural Network Weights and Thresholds with Genetic Algorithm Optimization
MATLAB source code for fuzzy C-means clustering optimized with genetic algorithm - executable program requiring format modifications for improved readability and maintainability
Genetic Algorithm Fundamentals
This algorithm implements an artificial immune system based on clonal selection principles. It consists of three components: the first part employs traditional genetic algorithms, while the second part utilizes the Clonal Selection Algorithm (CSA). Both methods are applied to extremum optimization for mathematical functions, enabling comparative analysis of their distinct characteristics through practical implementation.
This genetic algorithm implementation demonstrates how to solve robotic trajectory planning problems through evolutionary optimization techniques with code-level insights
Traveling Salesman Problem: The TSP aims to find the shortest possible route that visits each city exactly once from a given set of cities and returns to the origin city. As an NP-hard problem, TSP requires computationally intensive approaches for exact solutions. This project implements a MATLAB-based genetic algorithm that efficiently finds near-optimal solutions through evolutionary operations like crossover and mutation, providing a practical alternative to exhaustive enumeration methods.
A MATLAB-implemented genetic algorithm program for solving the Vehicle Routing Problem (VRP), featuring classic intelligent optimization techniques with detailed code structure and algorithmic workflow explanations.