ecr 2.0: A Modular Framework for Evolutionary Computation in R
Abstract
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.
Keywords
Software-Tools; Evolutionary Optimization; R; Optimization Framework
Cite as
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
Publication type
Research article in proceedings (conference)
Peer reviewed
Yes
Publication status
Published
Year
2017
Conference
Genetic and Evolutionary Computation Conference (GECCO '17) Companion
Venue
Berlin, Germany
Book title
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '17) Companion
Language
English
ISBN
978-1-4503-4939-0/17/07
DOI