A survey of swarm and evolutionary computing approaches for deep learning
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-019-09719-2
Abstract: Deep learning (DL) has become an important machine learning approach that has been widely successful in many applications. Currently, DL is one of the best methods of extracting knowledge from large sets of raw data… read more here.
Keywords: survey swarm; deep learning; swarm evolutionary; evolutionary computing ... See more keywords
Evolutionary computing in operational research for two-layer neural networks
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DOI: 10.22630/isim.2017.6.2.11
Abstract: Considering the non-linear characteristics of the a ctiv tion functions, the entire task is multidimensional and non-linear with a mult imodal target function. Implementing evolutionary computing in the multimodal op timization tasks gives developers new… read more here.
Keywords: research two; operational research; computing operational; layer neural ... See more keywords
Artificial selection methods from evolutionary computing show promise for directed evolution of microbes
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DOI: 10.7554/elife.79665
Abstract: Directed microbial evolution harnesses evolutionary processes in the laboratory to construct microorganisms with enhanced or novel functional traits. Attempting to direct evolutionary processes for applied goals is fundamental to evolutionary computation, which harnesses the principles… read more here.
Keywords: artificial selection; evolutionary computing; methods evolutionary; selection methods ... See more keywords