An improved genetic algorithm with limited iteration for grid scheduling

Proceedings of the 6th International Conference on Grid and Cooperative Computing, GCC 2007

Volumn , Issue , 2007, Pages 221-227

  Yin, Hao ^a   Wu, Huilin ^a   Zhou, Jiliu ^a  

^a SICHUAN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOELECTRIC PHENOMENA; BOOLEAN FUNCTIONS; DIESEL ENGINES; GENETIC ALGORITHMS; ITERATIVE METHODS; NUCLEAR PROPULSION; OPTIMIZATION; SCHEDULING;

COMPLEX OPTIMIZATION PROBLEM; COOPERATIVE COMPUTING; EVOLUTIONARY PROCESSES; GENETIC ALGORITHM (GA); GRID ENVIRONMENTS; GRID SCHEDULING; IMPROVED GENETIC ALGORITHM (IGA); INDEPENDENT TASKS; INTERNATIONAL CONFERENCES; NP COMPLETE PROBLEMS; SEARCH EFFICIENCY;

GRID COMPUTING;

EID: 46449088737     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GCC.2007.42     Document Type: Conference Paper

References (15)

1. I. Foster, C. Kesselman, "The Grid: Blueprint for a Future Computing Infrastructure", Morgan Kaufmann Publishers 1998.
2. th International Parallel and Distributed Processing Symposium, p.297, April 15-19, 2002.
3. J. Carretero, F. Xhafa, "Use of Genetic Algorithms for Scheduling Jobs in Large Scale Grid Applications", ŪKIO TECHNOLOGINIS IR EKONOMINIS VYSTYMAS, 2006 Vol XII No 1 11-17
4. V. D. Martino, "Sub Optimal Scheduling in a Grid Using Genetic Algorithms," ipdps, p.148a, International Parallel and Distributed Processing Symposium (IPDPS'03), 2003
5. Y. Gao, H. Rong and J. Z. Huang, "Adaptive grid job scheduling with genetic algorithms", Future Generation Computer Systems, Volume 21, Issue 1, 1 January 2005, Pages 151-161, doi:10.1016/j.future.2004.09.033
6. I. Foster, C. Kesselman, S. Tuecke, "The Anatomy of the Grid: Enabling Scalable Virtual Organizations", Intl. J. of Supercomputer Applications, 2001, 15(3)
7. H. Yin, D. McMullen, M. Nacar, M. Pierce, K. Huffman G. Fox and Y. Ma, "Providing Portlet-Based Client Access to CIMA-Enabled Crystallographic Instruments, Sensors, and Data", proceedings of the 7th IEEE/ACM International Conference on Grid Computing (Grid 2006).
8. SAINT, http://xray.utmb.edu/saint.html
9. DE Goldberg, "Genetic Algorithm in Search, Optimization and Machine Learning", Addison-Wesley Publishing Company, Inc., 1989
10. I. Foster, C. Kesselman, "Globus:A Metacomputing Infrastructure Toolkit", Intl J. Supercomputer Applications, 1997, 11(2):115.
11. KA De Jong, "An Analysis of the Behavior of a Class of Genetic Adaptive Systems", Ph.D. thesis, University of Michigan, No.76-9381, 1975
12. G. Rudolph, "Convergence Analysis of Canonical Genetic Algorithm", IEEE Transactions on Neural Network, 1994, 5(1):96
13. Michalewicz Z., Janidow C., Brawezyd J., "A Modified Genetic Algorighm for Optimal Control Problems", Computer Math Application, 1992, 23(12):83
14. K. Meffert, A. Meskauskas, N. Rotstan, J. Vos, Java Genetic Algorithms Package Project, http://jgap.sourceforge.net
15. M. Maheswaran, "Dynamic Mapping of a Class of Independent Tasks onto Heterogeneous Computing Systems", Journal of Parallel and Distributed Computing 59, 107-131 (1999)