Article

Article title ORGANIZATION OF PARALLEL EVOLUTIONARY COMPUTATION
Authors S.I. Rodzin
Section SECTION I. EVOLUTIONARY MODELLING, GENETIC AND BIONIC ALGORITHMS
Month, Year 07, 2011 @en
Index UDC 004.8.023 + 004.81.85
DOI
Abstract The possibility of parallel evolutionary computation as a process of mathematical transformations which allow to transform the input stream to an output of rules based on imitation mechanisms of the evolutionary synthesis, a statistical approach to the study of situations and iterative approximation to the desired solution. Analyzes the operation of basic cycle of evolutionary algorithms for computing. Various models for the organization of parallelism: a global concurrency, migration and diffusion model. Provides guidelines for operators paralleling the basic cycle of evolutionary algorithms. Indicates the importance of further research in the field of parallel evolutionary algorithms in heterogeneous computer networks, parallel high-performance cluster calculators can. This will provide significant benefits in terms of performance and scalability of algorithms.

Download PDF

Keywords Genotype, phenotype; evolutionary computation; parallelism.
References 1. Курейчик В.М., Курейчик В.В., Родзин С.И. Основы теории эволюционных вычислений. – Ростов-на-Дону: Изд-во ЮФУ, 2010. – 224 с.
2. Родзин С.И. Эволюционные вычисления: единая теория и организация параллелизма // Нечеткие системы и мягкие вычисления: сб. ст. Третьей Всероссийской научной конференции: В 2-х т. Т. I. – Волгоград: Изд-во ВолгГТУ, 2009. – С. 30-40.
3. Курейчик В.В., Курейчик В.М., Родзин С.И. Концепция эволюционных вычислений, инспирированных природными системами // Известия ЮФУ. Технические науки. – 2009. – № 4 (93). – С. 16-25.

Comments are closed.