Flexibility in organic systems - remarks on mechanisms for adapting system goals at runtime

Within the last decade, technical systems that are capable of self-adaptation at runtime emerged as challenging approach to cope with the increasing complexity and interconnectedness in today’s development and management processes. One major aspect of these systems is their ability to learn appropriate responses for all kinds of possibly occurring situations. Learning requires a goal function given by the user – which is subject to modifications at runtime. In order to allow for flexible manipulations of goals within the system’s operation period, the learning component must be able to keep knowledge in order to respond to varying goals quickly. This paper describes attempts to implementing flexible learning in rule-based systems. First results show that efficient approaches are possible even in real-world applications.

Metadaten
Author:	Christian Becker, Jörg Hähner ORCiD GND, Sven Tomforde GND
URN:	urn:nbn:de:bvb:384-opus4-481025
Frontdoor URL	https://opus.bibliothek.uni-augsburg.de/opus4/48102
ISBN:	978-989-8565-21-1OPAC
Parent Title (English):	Proceedings of the 9th International Conference on Informatics in Control, Automation, and Robotics (ICINCO'12), Rome, Italy, 28 - 31 July, 2012
Publisher:	SciTePress
Place of publication:	Setúbal
Editor:	Jean-Louis Ferrier, Alain Bernard, Oleg Gusikhin, Kurosh Madani
Type:	Conference Proceeding
Language:	English
Date of Publication (online):	2019/02/05
Year of first Publication:	2012
Publishing Institution:	Universität Augsburg
Release Date:	2019/02/26
Issue:	Volume 1
First Page:	287
Last Page:	292
DOI:	https://doi.org/10.5220/0004121002870292
Institutes:	Fakultät für Angewandte Informatik
	Fakultät für Angewandte Informatik / Institut für Informatik
	Fakultät für Angewandte Informatik / Institut für Informatik / Lehrstuhl für Organic Computing
	Nachhaltigkeitsziele
	Nachhaltigkeitsziele / Ziel 2 - Kein Hunger
Dewey Decimal Classification:	0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):	CC-BY-NC-ND 4.0: Creative Commons: Namensnennung - Nicht kommerziell - Keine Bearbeitung

Open Access