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Showing 1 - 12 of 12 results for “hitoshi iba”
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  • Deep Swarm and Evolution for Generative Artificial Intelligence

    by Hitoshi Iba ...
    This book provides theoretical and practical knowledge about swarm and evolutionary approach of generative AI and Large Language Models (LLMs). The development of such tools contributes to better optimizing methodologies with the integration of several machinelearning and deep learning techniques. In particular, it discusses how the “emergence” concept can contribute to the improvement of AI.The ... Read more

    $109.99 CAD

  • Large Language Models and Evolutionary Computation

    Generative AI for Meta-heuristics

    by Hitoshi Iba, João E. Batista, Jinglue Xu ...
    Series series Artificial Intelligence (R0)
    This book provides theoretical and practical knowledge of an LLM (Large Language Model)-based approach to metaheuristics. In this book, the basic theory and the latest techniques are explained in an easy-to-understand manner, with concrete examples. Another emphasis is its real-world applicability. The book presents empirical examples from practical data and show that the proposed approaches are ... Read more

    $128.99 CAD

  • Swarm Intelligence and Deep Evolution

    Evolutionary Approach to Artificial Intelligence

    by Hitoshi Iba ...
    The book provides theoretical and practical knowledge about swarm intelligence and evolutionary computation. It describes the emerging trends in deep learning that involve the integration of swarm intelligence and evolutionary computation with deep learning, i.e., deep neuroevolution and deep swarms. The study reviews the research on network structures and hyperparameters in deep learning, and ... Read more

    $108.99 CAD

  • AI and SWARM

    Evolutionary Approach to Emergent Intelligence

    by Hitoshi Iba ...
    This book provides theoretical and practical knowledge on AI and swarm intelligence. It provides a methodology for EA (evolutionary algorithm)-based approach for complex adaptive systems with the integration of several meta-heuristics, e.g., ACO (Ant Colony Optimization), ABC (Artificial Bee Colony), and PSO (Particle Swarm Optimization), etc. These developments contribute towards better problem ... Read more

    $104.99 CAD

  • Evolutionary Approach to Machine Learning and Deep Neural Networks

    Neuro-Evolution and Gene Regulatory Networks

    by Hitoshi Iba ...
    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 learning, bagging and boosting methods, clustering techniques (affinity propagation), and belief ... Read more

    $179.99 CAD

  • Agent-Based Modeling and Simulation with Swarm

    by Hitoshi Iba ...
    Series series Chapman & Hall/CRC Studies in Informatics Series
    Swarm-based multi-agent simulation leads to better modeling of tasks in biology, engineering, economics, art, and many other areas. It also facilitates an understanding of complicated phenomena that cannot be solved analytically. Agent-Based Modeling and Simulation with Swarm provides the methodology for a multi-agent-based modeling approach that integrates computational techniques such as ... Read more

    $122.99 CAD

  • Applied Genetic Programming and Machine Learning

    by Hitoshi Iba, Yoshihiko Hasegawa, Topon Kumar Paul ...
    What do financial data prediction, day-trading rule development, and bio-marker selection have in common? They are just a few of the tasks that could potentially be resolved with genetic programming and machine learning techniques. Written by leaders in this field, Applied Genetic Programming and Machine Learning delineates the extension of Genetic ... Read more

    $129.99 CAD

  • Deep Neural Evolution

    Deep Learning with Evolutionary Computation

    Edited by Hitoshi Iba, Nasimul Noman ...
    Series series Computer Science (R0)
    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 ... Read more

    $244.99 CAD

  • Evolutionary Computation in Gene Regulatory Network Research

    by Yi Pan, Albert Y. Zomaya ...
    Series series Wiley Series in Bioinformatics
    Introducing a handbook for gene regulatory network research using evolutionary computation, with applications for computer scientists, computational and system biologistsThis book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC). The book is organized into four parts that deliver materials in a way equally attractive for a reader with ... Read more

    $167.99 CAD

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  • Principles Of Artificial Neural Networks (3rd Edition)

    by Daniel Graupe ...
    Series Book 7 - Advanced Series In Circuits And Systems
    Artificial neural networks are most suitable for solving problems that are complex, ill-defined, highly nonlinear, of many and different variables, and/or stochastic. Such problems are abundant in medicine, in finance, in security and beyond.This volume covers the basic theory and architecture of the major artificial neural networks. Uniquely, it presents 18 complete case studies of applications ... Read more

    $51.99 CAD

  • Statistical and Machine Learning Approaches for Network Analysis

    by Subhash C. Basak, Matthias Dehmer ...
    Series Book 707 - Wiley Series in Computational Statistics
    Explore the multidisciplinary nature of complex networks through machine learning techniquesStatistical and Machine Learning Approaches for Network Analysis provides an accessible framework for structurally analyzing graphs by bringing together known and novel approaches on graph classes and graph measures for classification. By providing different approaches based on experimental data, the book ... Read more

    $151.99 CAD

  • Computational Intelligence

    Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing

    by Nazmul Siddique, Hojjat Adeli ...
    Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing presents an introduction to some of the cutting edge technological paradigms under the umbrella of computational intelligence. Computational intelligence schemes are investigated with the development of a suitable framework for fuzzy logic, neural networks and evolutionary computing, neuro-fuzzy ... Read more

    $155.99 CAD