Big optimization with genetic algorithms: Hadoop, Spark, and MPI
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geometry and Topology,Theoretical Computer Science,Software
Link
https://link.springer.com/content/pdf/10.1007/s00500-023-08301-x.pdf
Reference37 articles.
1. Alba E (2002) Parallel evolutionary algorithms can achieve super-linear performance. Inf Process Lett 82(1):7–13
2. Alba E (2005) Parallel metaheuristics: a new class of algorithms. Wiley-Interscience, New York
3. Alterkawi L, Migliavacca M (2019) Parallelism and partitioning in large-scale GAs using spark. In: Proceedings of the genetic and evolutionary computation conference, GECCO’19. New York, NY, USA. Association for Computing Machinery, pp 736–744
4. Cano A, García-Martínez C, Ventura S (2017) Extremely high-dimensional optimization with MapReduce: scaling functions and algorithm. Inf Sci 415, 416(Supplement C):110–127
5. Chávez F, Fernández F, Benavides C, Lanza D, Villegas J, Trujillo L, Olague G, Román G (2016) ECJ+Hadoop: an easy way to deploy massive runs of evolutionary algorithms. In: Squillero G, Burelli P (eds) Applications of evolutionary computation. Springer, Cham, pp 91–106
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