Building with ParadisEO reusable parallel and distributed evolutionary algorithms

Parallel Computing

Volumn 30, Issue 5-6, 2004, Pages 677-697

  Cahon, S ^a   Melab, N ^a   Talbi, E G ^a  

^a UNIV LILLE   (France)

Author keywords

Design and code reuse; Evolutionary algorithms; Frameworks; Parallel and distributed models; Performance and robustness

Indexed keywords

C (PROGRAMMING LANGUAGE); COMPUTER SOFTWARE; DATA MINING; DISTRIBUTED COMPUTER SYSTEMS; EVOLUTIONARY ALGORITHMS; HEURISTIC METHODS; MULTIPROCESSING SYSTEMS; WORLD WIDE WEB;

DISTRIBUTED MEMORY MACHINES; FRAMEWORKS; PARALLEL AND DISTRIBUTED MODELS; RADIO NETWORK DESIGN;

PARALLEL PROCESSING SYSTEMS;

EID: 2642518876     PISSN: 01678191     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.parco.2003.12.010     Document Type: Article

References (21)

1. Alba E., the MALLBA Group MALLBA: a library of skeletons for combinatorial optimisation. Monien R.F.B. Proceedings of the Euro-Par. LNCS. vol. 2400:2002;927-932 Springer-Verlag, Paderborn.
2. Alba E., Tomassini M. Parallelism and evolutionary algorithms. IEEE Transactions on Evolutionary Computation. 6(5):2002;443-462.
3. M.G. Arenas, P. Collet, A.E. Eiben, M. Jelasity, J.J. Merelo, B. Paechter, M. Preuß, M. Schoenauer. A framework for distributed evolutionary algorithms, in: Proceedings of PPSN VII, September 2002.
4. Booch G., Rumbaugh J., Jacobson I. The Unified Modeling Language User Guide. 1999;Addison Wesley Professional.
5. A. Fink, S. Vo, D. Woodruff, Building reusable software components for heuristic search, 1998.
6. Foster I., Kesselman C. Globus: a metacomputing infrastructure toolkit. International Journal of Supercomputer Applications. 11(2):1997;115-128.
7. Frey J., Tannenbaum T., Livny M., Foster I., Tuecke S. Condor-G: a computation management agent for multi-institutional grids. Cluster Computing. 5(3):2002;237-246.
8. C. Gagné, M. Parizeau, M. Dubreuil, Distributed BEAGLE: an environment for parallel and distributed evolutionary computations, in: Proc. of the 17th Annual International Symposium on High Performance Computing Systems and Applications (HPCS) 2003, May 11-14, 2003.
9. Gamma E., Helm R., Johnson R., Vlissides J. Design Patterns, Elements of Reusable Object-Oriented Software. 1994;Addison-Wesley.
10. E. Goodman, An introduction to GALOPPS - The genetic algorithm optimized for portability and parallelism system, Technical Report, Intelligent Systems Laboratory and Case Center for Computer-Aided Engineering and Manufacturing, Michigan State University, November 1994.
11. Johnson R., Foote B. Designing reusable classes. Journal of Object-Oriented Programming. 1(2):1988;22-35.
12. M. Keijzer, J.J. Morelo, G. Romero, M. Schoenauer, Evolving objects: a general purpose evolutionary computation library, in: Proc. of the 5th Intl. Conf. on Artificial Evolution (EA'01), Le Creusot, France, October 2001.
13. N. Krasnogor, J. Smith, MAFRA: a Java memetic algorithms framework, in: Alex A. Freitas, W. Hart, N. Krasnogor, J. Smith (Eds.), Data Mining with Evolutionary Algorithms, Las Vegas, NV, USA, vol. 8, pp. 125-131, 2000.
14. S. MacDonald, From design patterns to frameworks to parallel programs, Ph.D. Thesis, Department of Computing Science, University of Alberta, 2002.
15. N. Melab, S. Cahon, E.-G. Talbi, L. Duponchel, Parallel genetic algorithm based wrapper feature selection for spectroscopic data mining, in: IEEE BioSP3 Workshop on Biologically Inspired Solutions to Parallel Processing Problems (in conjunction with IEEE IPDPS2002). Fort-Lauderdale, USA, April 2002.
16. Meunier H., Talbi E.-G., Reininger P. A multiobjective genetic algorithm for radio network optimization. Congress on Evolutionary Computation. vol. 1:2000;317-324 IEEE Service Center.
17. Hervé Meunier Algorithmes évolutionnaires parallèles pour l'optimisation multi-objectif de réseaux de télécommunications mobiles. 2002;Université de Lille1, France.
18. Pree W., Pomberger G., Schappert A., Sommerlad P. Active guidance of framework development. Software - Concepts and Tools. 16(3):1995;136.
19. J. Pruyne, M. Livny, Interfacing condor and pvm to harness the cycles of workstation clusters, in: P. Sloot (Ed.), Future Generations of Computer Systems 12 (1996) 67-85.
20. Roberts D., Johnson R. Evolving frameworks. A pattern language for developing object-oriented frameworks. Martin R., Riehe D., Buschmann F. Pattern Languages of Program Design 3 (PLoPD3). 1996;471-486 Addison-Wesley, Reading, MA.
21. Talbi E.-G. A taxonomy of hybrid metaheuristics. Journal of Heuristics. 8:2002;541-564.