Optimization of Functions of Two Variables by Deformed Stars Method
Maryna Antonevych, Anna Didyk, Vitaliy Snytyuk · 2019 IEEE International Conference on Advanced Trends in Information Theory (ATIT) · 2019
this paper is devoted to the consideration of optimization problem for function of two variables, which, in the general case, is poly-extremal and undifferentiated. One of the most commonly used methods of solving this problem are evolutionary algorithms. A deformed stars method was developed, where the population of solutions is 3-, 4-, and 5points groups. The advantages of the developed method in comparison of genetic algorithms, evolutionary strategies and differential evolution as the most typical evolutionary algorithms are shown.