Genetic fuzzy systems applied to online job scheduling

IEEE International Conference on Fuzzy Systems

Volumn , Issue , 2007, Pages

  Franke, Carsten ^a,b   Lepping, Joachim ^c   Schwiegelshohn, Uwe ^c  

^a TU DORTMUND UNIVERSITY   (Germany)

^b UNIVERSITY OF ULSTER   (United Kingdom)

^c Inst of Robotics Research (IRF)   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY LOGIC; FUZZY SYSTEMS; ONLINE SYSTEMS; SCHEDULING;

COMPUTATIONAL EFFORTS; CONVERGENCE BEHAVIORS; DESIGN CONCEPTS; GENETIC FUZZY SYSTEMS; INTERNATIONAL CONFERENCES; JOB SCHEDULING; MASSIVELY PARALLEL PROCESSING SYSTEMS; MICHIGAN APPROACHES; PITTSBURGH APPROACH; REAL-WORLD; SCHEDULING STRATEGIES; SYMBIOTIC EVOLUTION;

PARALLEL PROCESSING SYSTEMS;

EID: 50249146957     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2007.4295601     Document Type: Conference Paper

References (16)

1. F. Hoffmann, "Evolutionary algorithms for fuzzy control system design," Proceedings of the IEEE, vol. 89, no. 9, pp. 1318-1333, September 2001.
2. A. Bonarini, Fuzzy Modelling: Paradigms and Practice. Kluwer Academic Press, 1996, ch. Evolutionary Learning of Fuzzy rules: competition and cooperation, pp. 265-284.
3. S. F. Smith, "A learning system based on genetic adaptive algorithms," Ph.D. dissertation, Department of Computer Science, University of Pittsburgh, 1980.
4. O. Cordón, F. Herrera, F. Hoffmann, and L. Magdalena, GENETIC FUZZY SYSTEMS - Evolutionary Tuning and Learning of Fuzzy Knowledge Bases, 1st ed., ser, Advances in Fuzzy Systems - Applications and Theory, L. A. Zadeh, Ed. Singapore: World Scientific, July 2001, vol. 19.
5. C.-F. Juang, J.-Y. Lin, and C.-T. Lin, "Genetic Reinforcement Learning through Symbiotic Evolution for Fuzzy Controller Design," IEEE Transactions on System, Man and Cybernetics, vol. 30, no. 2, pp. 290-302, April 2000.
6. J. Paredis, "Coevolutionary computation," Artificial Life, vol. 2, no. 4, pp. 355-375, 1995.
7. C. Franke, J. Lepping, and U. Schwiegelshohn, "On Advantages of Scheduling Using Genetic Fuzzy Systems," in Proceedings of the 12th Job Scheduling Strategies for Parallel Processing, ser, Lecture Notes in Computer Science (LNCS), E. Frachtenberg and U. Schwiegelshohn, Eds., vol. 4376, Springer, January 2007, pp. 68-93,
8. C. Franke, J. Lepping, F. Hoffmann, and U. Schwiegelshohn, "Development of Scheduling Strategies with Genetic Fuzzy Systems," University Dortmund, Tech. Rep. 0106, May 29 2006, iSSN 0941-4169.
9. T. Back and H.-P. Schwefel, "An overview of evolutionary algorithms for parameter optimization," Evolutionary Computation, vol. 1, no. 1, pp. 1-23, 1993.
10. D. G. Feitelson and A. M. Weil, "Utilization and Predictability in Scheduling the IBM SP2 with Backfilling," in Proceedings of the 12th International Parallel Processing Symposium and the 9th Symposium on Parallel and Distributed Processing. IEEE Computer Society Press, 1998, pp. 542-547.
11. C. Franke, J. Lepping, and U. Schwiegelshohn, "Greedy Scheduling with Complex Objectives," in Proceedings of the 2007 IEEE Symposium Series in Computational Intelligence. IEEE Press, 2007, to appear.
12. B. Song, C. Ernemann, and R. Yahyapour, "User group-based workload analysis and modeling," in Proceedings of Cluster Computing and Grid (CCGRID05). IEEE Press, 2005, CD-ROM.
13. T. Takagi and M. Sugeno, "Fuzzy Identification of Systems and Its Applications to Modeling and Control," IEEE Transactions on Systems, Man, and Cybernetics, vol. SMC-15, no. 1, pp. 116-132, 1985.
14. 3 Fuzzy Rule Systems from Data Using Evolution Strategies," IEEE Transactions on System, Man and Cybernetics, vol. 29, no. 6, pp. 829-845, December 1999.
15. C. Ernemann, U. Schwiegelshohn, N. Beume, M. Emmerich, and L. Schnemann, "Scheduling Algorithm Development based on Complex Owner Defined Objectives," Dortmund University, Germany, Tech. Rep. CI-190/05, 2005, http://sfbci.uni-dortmund.de/Publications/Reference/Downloads/19005.pdf.
16. D. G. Feitelson, "Parallel Workload Archive," http://www.cs.huji.ac.il/labs/parallel/workload/, April 2007.