Modern innovative machine linguistics

Abstract

In other words, evolutionary computing in machine linguistics is an approach that applies methods of evolutionary algorithms, such as genetic algorithms, genetic programming, and other bio-inspired methods to solve problems in computational linguistics. These algorithms draw inspiration from principles of biological evolution, such as selection, mutation, and crossover, and allow finding optimal or approximate solutions in the complex search spaces often encountered in language tasks.