Original: Genetic algorithms belong to the larger class of evolutionary algorithms ( EA ) , which generate solutions to optimization problems using techniques inspired by natural evolution , such as inheritance , mutation , selection , and crossover .
Simplified: Genetic algorithms are a class of evolutionary algorithms that use ideas inspired by evolution to find a solution .