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  • Advanced Machine Learning with Evolutionary and Metaheuristic Techniques

    Series series Computer Science (R0)
    This book delves into practical implementation of evolutionary and metaheuristic algorithms to advance the capacity of machine learning. The readers can gain insight into the capabilities of data-driven evolutionary optimization in materials mechanics, and optimize your learning algorithms for maximum efficiency. Or unlock the strategies behind hyperparameter optimization to enhance your transfer ... Leer más

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  • Efficient Learning Machines

    Theories, Concepts, and Applications for Engineers and System Designers

    Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural ... Leer más

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  • Artificial Intelligence in Manufacturing

    Concepts and Methods

    Edición de Masoud Soroush, Richard D Braatz ...
    Artificial Intelligence in Manufacturing: Concepts and Methods explains the most successful emerging techniques for applying AI to engineering problems. Artificial intelligence is increasingly being applied to all engineering disciplines, producing more insights into how we understand the world and allowing us to create products in new ways. This book unlocks the advantages of this technology for ... Leer más

    $179.99 USD

  • Handbook of Formal Optimization

    Series series Reference Module Computer Science and Engineering
    The formal optimization handbook is a comprehensive guide that covers a wide range of subjects. It includes a literature review, a mathematical formulation of optimization methods, flowcharts and pseudocodes, illustrations, problems and applications, results and critical discussions, and much more. The book covers a vast array of formal optimization fields, including mathematical and Bayesian ... Leer más

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  • Hybrid Soft Computing Approaches

    Research and Applications

    Series series Engineering (R0)
    The book provides a platform for dealing with the flaws and failings of the soft computing paradigm through different manifestations. The different chapters highlight the necessity of the hybrid soft computing methodology in general with emphasis on several application perspectives in particular. Typical examples include (a) Study of Economic Load Dispatch by Various Hybrid Optimization Techniques ... Leer más

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  • Bio-inspired Networking

    Bio-inspired techniques are based on principles, or models, of biological systems. In general, natural systems present remarkable capabilities of resilience and adaptability. In this book, we explore how bio-inspired methods can solve different problems linked to computer networks.Future networks are expected to be autonomous, scalable and adaptive. During millions of years of evolution, nature ... Leer más

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  • Emerging Hybrid Models for Neuromorphic AI and Quantum Computing

    As artificial intelligence (AI) systems confront the limits of classic computing, emerging models that integrate neuromorphic AI with quantum computing create a compelling path forward. Neuromorphic tools inspire the dynamics of the human brain, while quantum computing promises speedups for certain classes of complex optimization and probabilistic problems. By uniting these models, hybrid ... Leer más

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  • Nature-Inspired Algorithms and Applications

    NATURE-INSPIRED ALGORITHMS AND APPLICATIONSThe book’s unified approach of balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work.Inspired by the world around them, researchers are gathering information that can be developed for use in areas where certain practical ... Leer más

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  • Applications of Nature-Inspired Computing and Optimization Techniques

    Series Libro 135 - Advances in Computers
    Advances in Computers, Volume 135 highlights advances in the field, with this new volume, Applications of Nature-inspired Computing and Optimization Techniques presenting interesting chapters on a variety of timely topics, including A Brief Introduction to Nature-inspired Computing, Optimization and Applications, Overview of Non-linear Interval Optimization Problems, Solving the Aircraft Landing ... Leer más

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  • Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

    Series series Springer Nature Proceedings Computer Science
    This proceedings bring together contributions from researchers from academia and industry to report the latest cutting edge research made in the areas of Fuzzy Computing, Neuro Computing and hybrid Neuro-Fuzzy Computing in the paradigm of Soft Computing. The FANCCO 2015 conference explored new application areas, design novel hybrid algorithms for solving different real world application problems. ... Leer más

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  • Role of Nature-Inspired Algorithms in Real-life Problems

    Edición de Vanita Garg, Kusum Deep ...
    Series series Intelligent Technologies and Robotics (R0)
    The book includes nature-inspired optimization techniques and their applications. It offers recent trends in the field of nature-inspired algorithms for solving real-life problems in various fields related to manufacturing, artificial intelligence, finance, etc. Nature-inspired optimization techniques are not only useful but also needed for solving open-ended problems. Understanding nature ... Leer más

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  • Engineering Applications of AI and Swarm Intelligence

    Edición de Xin-She Yang ...
    Series series Artificial Intelligence (R0)
    The book is focused on latest developments and findings on engineering applications of AI and swarm intelligence. It provides comprehensive reviews and surveys on implementations and coding aspects of case studies and applications where appropriate. The book is useful for scholars, lecturers, and practitioners from academia and industrial applications. The readership of this book also includes Ph ... Leer más

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