ecr 2.0: A Modular Framework for Evolutionary Computation in R
Zusammenfassung
The novel R package ecr (version 2), short for Evolutionary Computation in R, provides a comprehensive collection of building blocks for constructing powerful evolutionary algorithms for single- and multi-objective continuous and combinatorial optimization problems. It allows to solve standard optimization tasks with few lines of code using a black-box approach. Moreover, rapid prototyping of non-standard ideas is possible via an explicit, white-box approach. This paper describes the design principles of the package and gives some introductory examples on how to use the package in practise.
Schlüsselwörter
Software-Tools; Evolutionary Optimization; R; Optimization Framework
Zitieren als
Bossek, J. (2017). ecr 2.0: A Modular Framework for Evolutionary Computation in R. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '17) Companion, Berlin, Germany.Details
Publikationstyp
Forschungsartikel in Sammelband (Konferenz)
Begutachtet
Ja
Publikationsstatus
Veröffentlicht
Jahr
2017
Konferenz
Genetic and Evolutionary Computation Conference (GECCO '17) Companion
Konferenzort
Berlin, Germany
Buchtitel
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '17) Companion
Sprache
Englisch
ISBN
978-1-4503-4939-0/17/07
DOI