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The Master/Worker API of the ProActive middleware provides with an easy way to use framework for parallelizing embarrassingly parallel applications. However, the traditional Master/Worker model faces great challenges as the development of the scalability of the distributed computing. A single-layer hierarchical Master/Worker has been implemented as a(More)
Genetic algorithms are very demanding in terms of computing time and, when the population size is large, they need days to complete or even fail due to memory restrictions. It is particularly the case for artificial life where each evaluation can take more than one minute to develop an artificial creature, plant or organism. Indeed, creatures are developed(More)
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