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Visual and Audio Monitoring of Island Based Parallel Evolutionary Algorithms

Authors: Lutton, Evelyne; Gilbert, Hugo; Cancino, Waldo; Bach, Benjamin; Pallamidessi, Joseph; Parrend, Pierre; Collet, Pierre;

Visual and Audio Monitoring of Island Based Parallel Evolutionary Algorithms

Abstract

Monitoring and visualisation tools are currently attracting more and more attention in order to understand how search spaces are explored by complex optimisation ecosystems such as parallel evolutionary algorithms based on island models. Multilevel visualisation is actually a desirable feature for facilitating the monitoring of computationally expensive runs involving several hundreds of computers during hours or even days. In this paper we present two components of a future multilevel monitoring system: MusEAc, a high level, audio monitoring allowing to listen to a run and tune it in real time and GridVis, a lower lever, more precise a posteriori visualisation tool that lets the user understand why the algorithm has performed well or bad.

Keywords

Visualisation, [SDV] Life Sciences [q-bio], Audio monitoring, Musicalisation, [SDV]Life Sciences [q-bio], Computational ecosystem, Island model, Parallel evolutionary algorithms, 004, 620

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
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