About the influence of features of fitness-functions on the convergence of the genetic algorithm

• Datum: 2020
• Hauptverfasser: Lukianov, I.O., Lytvynenko, F.A.
• Format: Artikel
• Sprache: Russisch
• Veröffentlicht: PROBLEMS IN PROGRAMMING 2020
• Schlagworte: multipopulation genetic algorithm; insignificant factors; computational model; UDC 519.711: 519.711.3: 519.81
• Online Zugang: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/428
• Назва журналу: Problems in programming

The adaptive capabilities of a parallel version of a multipopulation genetic algorithm are considered depending on the characteristics of certain classes of fitness-functions. Ways are proposed to increase the rate of convergence to the optimal solution based on effective control of algorithm parame...