Tools of investigation of time and functional efficiency of bionic algorithms for function optimization problems

• Published in: PROBLEMS IN PROGRAMMING
• Date: 2018
• Issue: 2-3
• Pages: 270-279
• ISSN: 1727-4907
• Author Affiliations: V.I. Shynkarenko — Dnipropetrovsk National University of Railway Transport; P.V. Ilchenko — Dnipropetrovsk National University of Railway Transport — ORCID: 0000-0001-8615-7831; H.V. Zabula — Dnipropetrovsk National University of Railway Transport
• Keywords: часова ефективність, функціональна ефективність, комп’ютерний експеримент, біонічний алгоритм, функціональний результат, експериментальні результати, комп’ютерне тестування, часова продуктивність, продуктивність алгоритму, обчислювальний експеримент
• Main Authors: Shynkarenko, V.I., Ilchenko, P.V., Zabula, H.V.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2018
• Subjects: time efficiency; functional efficiency; bionic algorithm; computer experiment; UDC 004.051+004.421.4
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/290
• Journal Title: Problems in programming

An instrumental environment for determining the time and functional efficiency of algorithms are developed. Abilities of studying the effectiveness of algorithms on a set of special "uncomfortable" functions, which can be changed and implemented are provided. Computer experiments are carried out, including the definition of theoretical foundations, preparation, implementation and analysis of the results. The dependency of the time and functional efficiency of the rouge algorithm on the number of parameters of functions whose global extremum is determined, and the parameters of the roaming algorithm: population size and number of epochs are obtained. In the developed environment, it is possible to study other bionic algorithms.Problems in programming 2018; 2-3: 270-279