Evolutionary Approach to Machine Learning and Deep Neural Networks Neuro-Evolution and Gene Regulatory Networks /

• Main Author: Iba, Hitoshi (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Bioinformatics.; Biomathematics.; Computational intelligence.; Artificial Intelligence.; Mathematical and Computational Biology.; Computational Intelligence.

This book provides theoretical and practical knowledge about a methodology for evolutionary algorithm-based search strategy with the integration of several machine learning and deep learning techniques. These include convolutional neural networks, Gröbner bases, relevance vector machines, transfer...