Shylo V.P., Chupov S.V.
Efficient methods for to orgnize parallel operation of optimization algorithms

This article briefly reviews software and hardware means of modern computer engineering that allow to construct efficient systems of parallel computing. Structural schemes are presented and the execution of combinations of parallel optimization algorithms such as a portfolio and a team are described in detail. Special features of organizing the execution of combinations of algorithms are indicated that are related to both the synchronization of parallel execution of the algorithms of a team and the coordinated processing of the data obtained by the algorithms. © 2019, Springer Science+Business Media, LLC, part of Springer Nature.

Keywords: parallel algorithm, portfolio of algorithms, synchronization of access to shared data, team of algorithms, Computer hardware, Data handling, Parallel algorithms, Computer engineering, Optimization algorithms, Parallel executions, Parallel optimization, Shared data, Software and hardwares, Structural scheme, Optimization

Cite:
Shylo V.P., Chupov S.V. (2019). Efficient methods for to orgnize parallel operation of optimization algorithms. Cybernetics and Systems Analysis, 55 (4), 176-183. doi: https://doi.org/10.1007/s10559-019-00177-w http://jnas.nbuv.gov.ua/article/UJRN-0001003105 [In Ukrainian].