Cloud-based Evolutionary Algorithms: An algorithmic study

Details Cloud-based Evolutionary Algorithms: An algorithmic study Cloud-based Evolutionary Algorithms: An algorithmic study

2011-05-31

arxiv.org/abs/1105.6205v1

Computer Science

Neural and Evolutionary Computing

Paper 4 for the First International Workshop of Distributed Evolutionary computation in Informal Environments

Scientific paper

After a proof of concept using Dropbox(tm), a free storage and synchronization service, showed that an evolutionary algorithm using several dissimilar computers connected via WiFi or Ethernet had a good scaling behavior in terms of evaluations per second, it remains to be proved whether that effect also translates to the algorithmic performance of the algorithm. In this paper we will check several different, and difficult, problems, and see what effects the automatic load-balancing and asynchrony have on the speed of resolution of problems.

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