Foundations of evolutionary algorithms

Abstract

Evolutionary algorithms are a broad class of stochastic adaptation algorithms inspired by biological evolution—the process that allows populations of organisms to adapt to their surrounding environment. The concept of evolution was introduced in the 19th century by Charles Darwin and Johann Gregor Mendel and, complemented with further details, is still widely acknowledged as valid.