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Ma Ru

IEEE Trans. Evolutionary Computation - Special Issue on Differential Evolution - 3 views

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    Dario - perhaps worth giving a look to be up-to-date... There's even an article "Improving Classical and Decentralized Differential Evolution with New Mutation Operator and Population Topologies". They quote our CEC paper, but not the ParCo.
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    Don't know if you have full text access, so here goes the quote: "Recently, Izzo et al. designed in [27] a heterogeneous asynchronous island model for DE. They considered five islands and five DE strategies (DE/best/1/exp, DE/rand/1/exp, DE/rand-to-best/1/exp, DE/best/2/exp, and DE/rand/2/exp), and studied five distributed DEs using the same DE strategy in all the islands, and a heterogeneous model with one different DE strategy in every island. As a result, the heterogeneous model is not outstanding, but performs as well as the others."
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    Isn't it a bit a paper-killing quote?
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    :) It's in the context of a review of the work that's been done about DE with island model in general, they don't evaluate. Pity they didn't refer to the ParCo article on topologies, as it was a bit more extensive and more focused on the method (as they do in the article) rather than on the problem (as was our CEC paper, if I recall well).
Ma Ru

IEEE Xplore - Diversity Through Multiculturality: Assessing Migrant Choice Policies in ... - 0 views

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    Article on migration policies in the island model. Focus on so-called "multikulti" approach which fosters diversification. Interesting quote: "Other possible avenues of research will be to investigate the influence of the topology on the performance, in relation with the average path length from one node to another and in the sense of the general connectivity." Would be indeed...
Marcus Maertens

[1703.00045] Aggregated knowledge from a small number of debates outperforms the wisdom... - 1 views

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    Wisdom of crowds under a new perspective: a motivation for the island model?
Ma Ru

Structured population genetic algorithms: a literature survey - 2 views

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    Might be a useful reference for PyGMO-related works.
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