  This article presents results of experimental studies the effectiveness of
the genetic algorithm that was applied to effective queries creation and
relevant document selection. Studies were carried out to the comparative
analysis of the semantic relevance and quality ranking of the documents found
on the Internet in various ways. Analysis of the results shows that the
greatest effect of presented technology is achieved by finding new documents
for skilled users in the initial stages of the study of the topic.
Additionally, the number of unique and relevant results is significantly
increased.

Information Retrieval