OPTIMIZATION WITH BEES ALGORITHM

V diplomski nalogi opišemo raziskovalno področje evolucijskih algoritmov in podamo lastnosti funkcij optimizacijskih problemov, ki smo jih uporabili kot testne funkcije. Preučili smo delovanje populacijskega optimizacijskega algoritma optimizacije s čebelami, z njim testirali testne funkcije z različnimi vhodnimi podatki, zbrali in analizirali dobljene rezultate, ter jih primerjali z rezultati, dobljenimi z drugimi algoritmi.In this diploma work, we describe the research area of evolutionary algorithms, and convey some properties of functions for optimization problems that we use as test functions. We have considered the operation of the population based optimization algorithm, called Bees Algorithm. We test with different test functions, collect, and analyze the results obtained, and compare them with those obtained with other algorithms