Integrating PLS with Genetic Algorithms
Combining PLS with Genetic Algorithms for Optimized Variable Selection and Screening
MATLAB Source Code for Applying GA Genetic Algorithm to Antenna Array Design
MATLAB source code implementation for applying genetic algorithms (GA) to antenna array design optimization, including fitness evaluation, crossover, and mutation operations.
Solving TSP (Traveling Salesman Problem) Using Genetic Algorithms
Implement a genetic algorithm to solve the Traveling Salesman Problem by inputting parameters following the format specified in TSP1.m. The algorithm utilizes population evolution with customizable genetic operators for optimal route finding.
Aircraft Path Planning using Genetic Algorithms
Implements aircraft path planning through genetic algorithms, where main.py serves as the primary execution file, and ceshi_draw.py visualizes smooth trajectory curves with Bézier interpolation or spline fitting techniques.
Genetic Algorithm-Optimized BP Neural Network for Lottery Prediction
Utilizing the latest 100 periods of Double Color Ball lottery draw numbers, this approach employs genetic algorithm to optimize BP neural network parameters for enhanced prediction accuracy
Decimal Genetic Algorithm Program with Real-Valued Encoding
MATLAB-implemented genetic algorithm program using real-valued encoding for decimal optimization problems
Non-dominated Sorting Genetic Algorithm for Multi-objective Optimization
MATLAB implementation of NSGA (Non-dominated Sorting Genetic Algorithm) for solving multi-objective optimization problems, featuring customizable code structure with detailed comments on genetic operations and Pareto front selection mechanisms.
Solving the 50-City Traveling Salesman Problem Using Genetic Algorithms
Implementing genetic algorithms to solve the 50-city TSP problem, ideal for beginners with code implementation insights.
Optimal Path Planning Using Genetic Algorithm Implementation
This implementation utilizes genetic algorithms for optimal path planning, fully validated by the author with graphical output capabilities for visualization.
MATLAB Source Code for Path Planning Based on Genetic Algorithm
Genetic Algorithm Path Planning MATLAB Source Code with Grid-based Environment Modeling Method