POWEA: A system for automated network protocol parameter optimisation using evolutionary algorithms

INFORMATIK 2009 - Im Focus das Leben, Beitrage der 39. Jahrestagung der Gesellschaft fur Informatik e.V. (GI)

Volumn , Issue , 2009, Pages 3177-3191

  Tomforde, Sven ^a   Hoffmann, Martin ^a   Bernard, Yvonne ^a   Klejnowski, Lukas ^a   Hähner, Jorg ^a  

^a LEIBNIZ UNIVERSITY HANNOVER   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

DECLARATIVE MODELS; ENVIRONMENTAL CHANGE; MOVEMENT SPEED; NODE DENSITY; OPTIMISATIONS; PROTOCOL CONTROLLER; PROTOCOL PARAMETERS; SEVERAL PROTOCOLS; STATE MACHINE; TIMING REQUIREMENTS;

MOBILE AD HOC NETWORKS; OPTIMIZATION;

NETWORK PROTOCOLS;

EID: 84874339418     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Jurgen Branke, Moez Mnif, Christian Muller-Schloer, Holger Prothmann, Urban Richter, Fabian Rochner und Hartmut Schmeck. Organic Computing-Addressing Complexity by Controlled Self-organization. In Tiziana Margaria, Anna Philippou und Bernhard Steffen, Hrsg., Post-Conference Proceedings of the 2nd International Symposium on Leveraging Applications of Formal Methods, Verification and Validation (ISoLA 2006), Seiten 185-191. IEEE, 2006.
2. Thomas Back und Hans-Paul Schwefel. Evolutionary Computing: An Overview. In Proceedings of IEEE Conference of Evolutionary Computing, 1996.
3. Ulrich Geske, Hans-Joachim Goltz, Ulrich John und Armin Wolf. The constraint logic paradigm: declarativity, efficiency and flexibility. In R. Nigel Horspool, Hrsg., Systems Implementation 2000, Jgg. 117 of IFIP Conference Proceedings, Seiten 59-71. Chapman & Hall, 1998.
4. Martin Hoffmann, Michael Wittke, Jorg Hahner und Christian Muller-Schloer. Spatial Partitioning in Self-organising Camera Systems. IEEE Journal of Selected Topics in Signal Processing, 2, Aug 2008.
5. Abdelmajid Khelil. A Generalized Broadcasting Technique for Mobile Ad Hoc Networks. Dissertation, University of Stuttgart, 2007.
6. Abdelmajid Khelil, Pedro Jose Marron, Christian Becker und Kurt Rothermel. Hypergossiping: A generalized broadcast strategy for mobile ad hoc networks. Ad Hoc Networks, 5:531-546, 2007.
7. Thomas Kunz. Multicasting in mobile ad-hoc networks: achieving high packet delivery ratios. In CASCON '03: Proc. of the 2003 Conference of the Centre for Advanced Studies on Collaborative research, Seiten 156-170, Toronto, Canada, 2003. IBM Press.
8. Thomas Kunz. Reliable Multicasting in MANETs. Dissertation, Carleton Univ., 2003.
9. Melanie Mitchell. An Introduction to Genetic Algorithms. The MIT Press, 1996.
10. David Montana und Jason Redi. Optimizing parameters of a mobile ad hoc network protocol with a genetic algorithm. In GECCO '05: Proc. of the 2005 conference on Genetic and evolutionary computation, Seiten 1993-1998, New York, USA, 2005. ACM.
11. Holger Prothmann, Fabian Rochner, Sven Tomforde, Jurgen Branke, Christian Muller-Schloer und Hartmut Schmeck. Organic Control of Traffic Lights. In Proceedings of the 5th International Conference on Autonomic and Trusted Computing, 2008.
12. Bernhard Rinner, ThomasWinkler,Wolfgang Schriebl, Markus Quaritsch undWayne Wolf. The evolution from single to pervasive smart cameras. Distributed Smart Cameras, 2008. ICDSC 2008. Second ACM/IEEE International Conference on, Seiten 1-10, Sept. 2008.
13. Hartmut Schmeck. Organic Computing-A New Vision for Distributed Embedded Systems. In Proceedings of the 8th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC'05), Seiten 201-203, 2005.
14. Patricia J. Shiroma und Gerhard Niemeyer. Production Scheduling in the Textile Industry: a Practical Approach Using Evolutionary Algorithms with Domain-Dependent Information. In Proc. of the 24th Conf. on Industrial Electronics Society, 1998.
15. Ethem M. Sozer, Milica Stojanovic und John G. Proakis. Initialization and Routing Optimization for Ad-Hoc Underwater Acoustic Networks. In Proceedings of Opnetwork' 00, 2000.
16. Sven Tomforde, Marcel Steffen, Jorg Hahner und Christian Muller-Schloer. Towards an Organic Network Control System. In Proceedings of the 6th International Conference on Autonomic and Trusted Computing (ATC-09), 2009.
17. Aimo Torn und Antanas Zilinskas. Global Optimization. Springer Inc., New York, USA, 1989.
18. Web. The Network Simulator-NS2. http://www.isi.edu/nsnam/ns/.
19. Tao Ye und Shivkumar Kalyanaraman. An adaptive random search alogrithm for optimizing network protocol parameters. Bericht, Rensselaer Polytechnic Inst., 2001.