Pool Evolution: A Parallel Pattern for Evolutionary and Symbolic Computing

We introduce a new parallel pattern derived from a specific application domain and show how it turns out to have application beyond its domain of origin. The pool evolution pattern models the parallel evolution of a population subject to mutations and evolving in such a way that a given fitness func...

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Bibliographic Details
Published in:	International journal of parallel programming Vol. 44; no. 3; pp. 531 - 551
Main Authors:	Aldinucci, Marco, Campa, Sonia, Danelutto, Marco, Kilpatrick, Peter, Torquati, Massimo
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.06.2016 Springer Nature B.V
Subjects:	Algorithms Analysis Architecture (computers) Central processing units Computation Computer programming Computer Science CPUs Evolution Evolutionary algorithms Feasibility Genetic algorithms Mathematical analysis Mathematical models Optimization Parallel processing Pools Population Processor Architectures Programmers Semantics Software Engineering/Programming and Operating Systems Studies Theory of Computation Evolutionary computing FastFlow Parallel design patterns Algorithmic skeletons Multi/many core architectures
ISSN:	0885-7458, 1573-7640
Online Access:	Get full text
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