A Genetic Algorithm
A computational method inspired by the process of natural evolution, used to solve optimization problems or generate solutions to search and optimization problems.
Areas of application
- machine learning
- engineering
- operations research
- computer science
Example
Genetic algorithms are often used in machine learning to optimize hyperparameters, such as the learning rate or number of hidden layers in a neural network. They can also be used to solve complex engineering problems, such as designing an optimal layout for a power grid or finding the most efficient route for a delivery truck.