Deep Neural Evolution (eBook, PDF)
eBook, PDF

Deep Neural Evolution (eBook, PDF)

Deep Learning with Evolutionary Computation

Redaktion: Iba, Hitoshi; Noman, Nasimul
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This book delivers the state of the art in deep learning (DL) methods hybridized with evolutionary computation (EC). Over the last decade, DL has dramatically reformed many domains: computer vision, speech recognition, healthcare, and automatic game playing, to mention only a few. All DL models, using different architectures and algorithms, utilize multiple processing layers for extracting a hierarchy of abstractions of data. Their remarkable successes notwithstanding, these powerful models are facing many challenges, and this book presents the collaborative efforts by researchers in EC to sol...

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