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Project: Evolutionary Design of Self-organizing ...

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Title:

Evolutionary Design of Self-organizing Embedded Systems (EVOSOS)

Description:

Die Rechnerallgegenwart und die Vernetzung von eingebetteten Systemen erfordert neue Ansätze um die Komplexität solcher Systeme zu beherrschen. Ein vielversprechender Ansatz ist ein System selbstorganisierend aufzubauen.

Dazu untersucht dieses Projekt drei Forschungsfragen welche für selbstorganisierende eingebettete Systeme zu lösen sind: (i) Identifizierung der Bedingungen für die Anwendung von Selbstorganisationsprinzipien, (ii) Ausarbeitung einer Entwurfsmethode (basierend auf evolutionären Algorithmen) und (iii) Analyse des Problems der Überprüfbarkeit und Validierbarkeit solcher Systeme.

Keywords:

Evolutionäre Algorithmen, Eingebettete Systeme, Selbstorganisierende Systeme

Title:

Evolutionary Design of Self-organizing Embedded Systems

Description:

The trend toward pervasive computing and embedded networked systems requires new paradigms to deal with the increased complexity and dynamics of future technical systems. One approach to solve this problem is to increase the level of self-organization in networked systems.

This project targets three key issues for developing self-organizing embedded systems: (i) Identification of system properties and requirements necessitating the application of SOS structure. (ii) Investigation of possible design methods based on automated parameter search using evolutionary computing, and (iii) The problem of verification and trust in such evolved systems. The work will be complemented with technical contributions to the field of modelling and design paradigms of self-organized networked embedded systems.

Keywords:

evolutionary computation, embedded systems, self-organizing systems

Short title:	n.a.
Period:	01.07.2011 - 11.12.2015
Contact e-mail:	wilfried.elmenreich@uni-klu.ac.at
Homepage:	http://evosos.blogspot.com/

Employees

Role

Time period

(internal)

Research staff

01.07.2011 - 11.12.2015

(internal)

Project leader

01.07.2011 - 11.12.2015

Assignment

Organisational unit

Fakultät für Technische Wissenschaften

Categorisation

Project type	Research funding (on request / by call for proposals)
Funding type	§27
Research type	Applied research Fundamental research Experimental development
Subject areas	1020 - Computer Sciences 202016 - Electrical engineering
Research Cluster	Self-organizing systems
Gender aspects	0%
Project focus	Science to Science (Quality indicator: n.a.) Classification raster of the assigned organisational units: Institut für Vernetzte und Eingebettete Systeme
working groups	No working group selected

Funding

Funding program

Cooperations

No partner organisations selected

Research activities

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Projects	No related projects
Publications	Using an Adaptive Neuro-Fuzzy Inference System for Adaptive Inventory Control Using an Adaptive Neuro-Fuzzy Inference System for Adaptive Inventory Control (2011) I. Fehervari, B. Lenart Proceedings of the International Conference on Innovative Technologies (IN-TECH) 2011 No Publisher selected to publication Evaluation of Robustness and Performance of Environmental Influences on Evolutionary Algorithms compared to Ant Colony Systems Evaluation of Robustness and Performance of Environmental Influences on Evolutionary Algorithms compared to Ant Colony Systems (2011) O. Maurhart, W. Elmenreich, I. Fehervari, A. Bouchachia European Conference on Complex Systems (ECCS'11 Vienna) No Publisher selected to publication FREVO: A tool for evolving and evaluating self-organizing systems FREVO: A tool for evolving and evaluating self-organizing systems (2012) A. Sobe, I. Fehervari, W. Elmenreich Proceedings of the 1st International Workshop on Evaluation for Self-Adaptive and Self-Organizing Systems No Publisher selected to publication Evolving a team of self-organizing UAVs to address spatial coverage problems Evolving a team of self-organizing UAVs to address spatial coverage problems (2012) I. Fehervari, W. Elmenreich, E. Yanmaz European Meeting on Cybernetics and Systems Research No Publisher selected to publication Biologically sound neural networks for embedded systems using OpenCL Biologically sound neural networks for embedded systems using OpenCL (2013) I. Fehervari, A. Sobe, W. Elmenreich Networked Systems, NETYS 2013 No Publisher selected to publication On the effects of the robot configuration on evolving coordinated motion behaviors On the effects of the robot configuration on evolving coordinated motion behaviors (2013) I. Fehervari, V. Trianni, W. Elmenreich Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2013) No Publisher selected to publication Evolution as a Tool to Design Self-organizing Systems Evolution as a Tool to Design Self-organizing Systems (2014) I. Fehervari, W. Elmenreich Self-Organizing Systems No Publisher selected to publication
Events	No related events
Lectures	Evaluation of Robustness and Performance of Environmental Influences on Evolutionary Algorithms compared to Ant Colony Systems Evaluation of Robustness and Performance of Environmental Influences on Evolutionary Algorithms compared to Ant Colony Systems O. Maurhart, W. Elmenreich, I. Fehervari, A. Bouchachia Vienna, Austria since 16.09.2011 To Lecture Biologically sound neural networks for embedded systems using OpenCL Biologically sound neural networks for embedded systems using OpenCL I. Fehervari Klagenfurt since 05.07.2012 To Lecture