LIBROS DEL AUTOR: ke lin du

5 resultados para LIBROS DEL AUTOR: ke lin du

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  • Neural Networks and Statistical Learning
    Ke-Lin Du / M. N. S. Swamy
    This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. T...
    Disponible

    138,68 €

  • Neural Networks and Statistical Learning
    Ke-Lin Du / M. N. S. Swamy
    This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for study and further research, it explores the major popular neural network models and statistical learning approaches with examples and exercises and allows readers to gain a practical working understanding of the content. T...
    Disponible

    44,39 €

  • Search and Optimization by Metaheuristics
    Ke-Lin Du / M. N. S. Swamy
    This textbook provides a comprehensive introduction to nature-inspired metaheuristic methods for search and optimization, including the latest trends in evolutionary algorithms and other forms of natural computing.  Over 100 different types of these methods are discussed in detail.  The authors emphasize non-standard optimization problems and utilize a natural approach to the t...
    Disponible

    81,48 €

  • Neural Networks and Statistical Learning
    Ke-Lin Du / M. N. S. Swamy
    Introduction.- Fundamentals of Machine Learning.- Perceptrons.- Multilayer perceptrons: architecture and error backpropagation.- Multilayer perceptrons: other learing techniques.- Hopfield networks, simulated annealing and chaotic neural networks.- Associative memory networks.- Clustering I: Basic clustering models and algorithms.- Clustering II: topics in clustering.- Radial b...
    Disponible

    162,73 €

  • Neural Networks in a Softcomputing Framework
    Ke-Lin Du / M.N.S. Swamy
    This concise but comprehensive textbook reviews the most popular neural-network methods and their associated techniques. Each chapter provides state-of-the-art descriptions of important major research results of the respective neural-network methods. A range of relevant computational intelligence topics, such as fuzzy logic and evolutionary algorithms...
    Disponible

    144,65 €