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Listar por autor "Nogueras, Rafael"
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A Study on Multimemetic Estimation of Distribution Algorithms
Nogueras, Rafael; Cotta-Porras, Carlos (2014-09-23)Multimemetic algorithms (MMAs) are memetic algorithms in which memes (interpreted as non-genetic expressions of problem solving strategies) are explicitly represented and evolved alongside genotypes. This process is ... -
On Meme Self-Adaptation in Spatially-Structured Multimemetic Algorithms
Nogueras, Rafael; Cotta-Porras, Carlos (2014-09-23)Multimemetic algorithms (MMAs) are memetic algorithms that explicitly exploit the evolution of memes, i.e., non-genetic expressions of problem-solving strategies. We consider a class of MMAs in which these memes are rewriting ... -
Sensitivity Analysis of Checkpointing Strategies for Multimemetic Algorithms on Unstable Complex Networks
Cotta-Porras, Carlos; Nogueras, Rafael (2015-06-17)The use of volatile decentralized computational platforms such as, e.g., peer-to-peer networks, is becoming an increasingly popular option to gain access to vast computing resources. Making an effective use of these resources ...