"Distributed environments and emerging highly-parallel platforms provide a suitable hardware infrastructure for parallel Evolutionary Computation. Partitioned Global Address Space model is a well-known parallel computing model used to implement scalable algorithms for many-core systems and clusters. This study investigates the Unified Parallel C programming language as a tool for implementation of scalable evolutionary algorithms for high-dimensional problems. The design concepts and initial implementation are demonstrated on the Differential Evolution algorithm. The mapping of Differential Evolution concepts to Unified Parallel C features is presented and three variants of parallel Differential Evolution for many-core shared memory systems and clusters of computers with distributed memory are implemented and evaluated in the environment of a small real-world cluster."@en . "Distributed environments and emerging highly-parallel platforms provide a suitable hardware infrastructure for parallel Evolutionary Computation. Partitioned Global Address Space model is a well-known parallel computing model used to implement scalable algorithms for many-core systems and clusters. This study investigates the Unified Parallel C programming language as a tool for implementation of scalable evolutionary algorithms for high-dimensional problems. The design concepts and initial implementation are demonstrated on the Differential Evolution algorithm. The mapping of Differential Evolution concepts to Unified Parallel C features is presented and three variants of parallel Differential Evolution for many-core shared memory systems and clusters of computers with distributed memory are implemented and evaluated in the environment of a small real-world cluster." . "RIV/61989100:27740/13:86088870!RIV14-MSM-27740___" . "2013-06-20+02:00"^^ . "P(ED1.1.00/02.0070), P(EE.2.3.20.0073), S" . . . . "Kr\u00F6mer, Pavel" . . . "IEEE" . "Sn\u00E1\u0161el, V\u00E1clav" . . "Cancun" . "Unified Parallel C; Partitioned Global Address Space; Parallel Differential Evolution"@en . . . . . "Parallel differential evolution in Unified Parallel C" . . . . . "[466B633C1477]" . . . "95291" . "Plato\u0161, Jan" . "New York" . "RIV/61989100:27740/13:86088870" . "10.1109/CEC.2013.6557629" . "Parallel differential evolution in Unified Parallel C" . . "978-1-4799-0454-9" . . "2013 IEEE Congress on Evolutionary Computation, CEC 2013" . . . . "Parallel differential evolution in Unified Parallel C"@en . "27740" . "3"^^ . "Parallel differential evolution in Unified Parallel C"@en . "3"^^ . "8"^^ .