A distributed resource evolutionary algorithm machine.

Paechter, Ben; Baeck, Thomas; Schoenauer, Marc; Eiben, A E; Merelo Guerv�s, Juan Juli�n; Sebag, Michele; Fogarty, Terence C

Abstract

This paper describes a project funded by the
European Commission’ which seeks to provide the
technology and software infrastructure necessary to
support the next generation of evolving infohabitants in
a way that makes that infrastructure universal, open
and scalable. The Distributed Resource Evolutionary
Algorithm Machine (DREAM) will use existing
hardware infrastructure in a more efficient manner, by
utilising otherwise unused CPU time. It will allow
infohabitants’ to co-operate, communicate, negotiate
and trade; and emergent behaviour is expected to result.
It is expected that there will be an emergent economy
that results from the provision and use of CPU cycles by
infohabitants and their owners. The DREAM
infrastructure will be evaluated with new work on
distributed data mining, distributed scheduling and the
modelling of economic and social behaviour

Citation

Paechter, B., Baeck, T., Schoenauer, M., Eiben, A. E., Merelo Guervós, J. J., Sebag, M., & Fogarty, T. C. (2000, July). A distributed resource evolutionary algorithm machine. Presented at 2000 Congress on Evolutionary Computation

• Conference Name: 2000 Congress on Evolutionary Computation
• Start Date: Jul 16, 2000
• End Date: Jul 19, 2000
• Publication Date: Aug 6, 2002
• Deposit Date: Aug 2, 2010
• Publicly Available Date: Aug 2, 2010
• Publisher: Institute of Electrical and Electronics Engineers
• Peer Reviewed: Peer Reviewed
• Volume: 2
• Pages: 951-958
• Book Title: Proceedings of the 2000 Congress on Evolutionary Computation, 2000
• ISBN: 0-7803-6375-2
• DOI: https://doi.org/10.1109/CEC.2000.870746
• Keywords: Distributed Resource Evolutionary Algorithm Machine; DREAM; data mining; distributed scheduling; modelling of economic and social behaviour
• Public URL: http://researchrepository.napier.ac.uk/id/eprint/3199
• Publisher URL: http://dx.doi.org/10.1109/CEC.2000.870746
• Contract Date: Aug 2, 2010