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A Friendly Introduction to RGP

  • RGP is genetic programming system based on, as well as fully integrated into, the R environment. The system implements classical tree-based genetic programming as well as other variants including, for example, strongly typed genetic programming and Pareto genetic programming. It strives for high modularity through a consistent architecture that allows the customization and replacement of every algorithm component, while maintaining accessibility for new users by adhering to the "convention over configuration" principle.

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Metadaten
Author:Oliver Flasch
URN:urn:nbn:de:hbz:832-cos-446
Series (Serial Number):CIplus (2/2013)
Document Type:Report
Language:English
Year of Completion:2013
Release Date:2013/07/29
Tag:Evolutionäre Algorithmen
Evolutionary Algorithms; Genetic Programming; Modelling; Optimization; Software; System Identification
GND Keyword:Genetische Programmierung; Modellierung; Optimierung; Software; Systemidentifikation
Institutes and Central Facilities:Fakultät für Informatik und Ingenieurwissenschaften (F10) / Fakultät 10 / Institut für Informatik
CCS-Classification:I. Computing Methodologies / I.m MISCELLANEOUS
Dewey Decimal Classification:000 Allgemeines, Informatik, Informationswissenschaft / 000 Allgemeines, Wissenschaft / 004 Informatik
Open Access:Open Access
Licence (German):License LogoCreative Commons - Namensnennung, Nicht kommerziell, Keine Bearbeitung