LIBROS DEL AUTOR: yaochu jin

13 resultados para LIBROS DEL AUTOR: yaochu jin

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  • Federated Learning
    Hangyu Zhu / Jinjin Xu / Yaochu Jin
    This book introduces readers to the fundamentals of and recent advances in federated learning, focusing on reducing communication costs, improving computational efficiency, and enhancing the security level. Federated learning is a distributed machine learning paradigm which enables model training on a large body of decentralized data. Its goal is to make full use of data across...
    Disponible

    209,84 €

  • Computational Evolution of Neural and Morphological Development
    Yaochu Jin
    This book provides a basic yet unified overview of theory and methodologies for evolutionary developmental systems. Based on the author’s extensive research into the synergies between various approaches to artificial intelligence including evolutionary computation, artificial neural networks, and systems biology, it also examines the inherent links between biological intelligen...
    Disponible

    47,77 €

  • Federated Learning
    Hangyu Zhu / Jinjin Xu / Yaochu Jin
    This book introduces readers to the fundamentals of and recent advances in federated learning, focusing on reducing communication costs, improving computational efficiency, and enhancing the security level. Federated learning is a distributed machine learning paradigm which enables model training on a large body of decentralized data. Its goal is to make full use of data across...
    Disponible

    48,12 €

  • Data-Driven Evolutionary Optimization
    Chaoli Sun / Handing Wang / Yaochu Jin
    Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly pract...
    Disponible

    210,46 €

  • Data-Driven Evolutionary Optimization
    Chaoli Sun / Handing Wang / Yaochu Jin
    Intended for researchers and practitioners alike, this book covers carefully selected yet broad topics in optimization, machine learning, and metaheuristics. Written by world-leading academic researchers who are extremely experienced in industrial applications, this self-contained book is the first of its kind that provides comprehensive background knowledge, particularly pract...
    Disponible

    209,11 €

  • Rescheduling Under Disruptions in Manufacturing Systems
    Dujuan Wang / Yaochu Jin / Yunqiang Yin
    This book provides an introduction to the models, methods, and results of some rescheduling problems in the presence of unexpected disruption events, including job unavailability, arrival of new jobs, and machine breakdown. The occurrence of these unexpected disruptions may cause a change in the planned schedule, which may render the originally feasible schedule infeasible. Res...
    Disponible

    135,82 €

  • Rescheduling Under Disruptions in Manufacturing Systems
    Dujuan Wang / Yaochu Jin / Yunqiang Yin
    This book provides an introduction to the models, methods, and results of some rescheduling problems in the presence of unexpected disruption events, including job unavailability, arrival of new jobs, and machine breakdown. The occurrence of these unexpected disruptions may cause a change in the planned schedule, which may render the originally feasible schedule infeasible. Res...
    Disponible

    134,47 €

  • Advanced Fuzzy Systems Design and Applications
    Yaochu Jin
    Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules genera...
    Disponible

    133,95 €

  • Knowledge Incorporation in Evolutionary Computation
    Yaochu Jin
    Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu­ tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl­ edge incorporation into evolutionary search is able to significantly impr...
    Disponible

    267,88 €

  • Multi-Objective Machine Learning
    Yaochu Jin
    Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditiona...
    Disponible

    341,12 €

  • Multi-Objective Machine Learning
    Yaochu Jin
    Recently, increasing interest has been shown in applying the concept of Pareto-optimality to machine learning, particularly inspired by the successful developments in evolutionary multi-objective optimization. It has been shown that the multi-objective approach to machine learning is particularly successful to improve the performance of the traditiona...
    Disponible

    265,99 €

  • Knowledge Incorporation in Evolutionary Computation
    Yaochu Jin
    Incorporation of a priori knowledge, such as expert knowledge, meta-heuristics and human preferences, as well as domain knowledge acquired during evolu­ tionary search, into evolutionary algorithms has received increasing interest in the recent years. It has been shown from various motivations that knowl­ edge incorporation into evolutionary search is...
    Disponible

    266,51 €

  • Advanced Fuzzy Systems Design and Applications
    Yaochu Jin
    Fuzzy rule systems have found a wide range of applications in many fields of science and technology. Traditionally, fuzzy rules are generated from human expert knowledge or human heuristics for relatively simple systems. In the last few years, data-driven fuzzy rule generation has been very active. Compared to heuristic fuzzy rules, fuzzy rules genera...
    Disponible

    132,55 €