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    Swarm Intelligence

    Swarm Intelligence

    - Trends and Applications

    Forfatter: info mangler
    Bog
    • Format
    • Bog, hardback
    • Engelsk

    Beskrivelse

    This book presents the fundamentals of swarm intelligence, from classic algorithms to emerging techniques. It presents comprehensive theoretical foundations and examples using the main Computational Intelligence methods in programming languages ​​such as Python, Java and MATLAB®. Real-world applications are also presented in areas as diverse as Medicine, Biology and industrial applications.

    The book is organized into two parts. The first part provides an introduction to swarming algorithms and hybrid techniques. In the second part, real world applications of swarm intelligence are presented to illustrate how swarm algorithms can be used in applications of optimization and pattern recognition, reviewing the principal methods and methodologies in swarm intelligence.

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    Detaljer
    • SprogEngelsk
    • Sidetal250
    • Udgivelsesdato17-11-2022
    • ISBN139781032039954
    • Forlag Crc Press
    • FormatHardback
    Størrelse og vægt
  • Vægt800 g
    • coffee cup img
    10 cm
    book img
    15,6 cm
    23,4 cm

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    Si Data mining Machine learning Swarm intelligence Arm Reinforcement learning High-Dimensional Datasets Audio signal analysis Textual Data Pso Feature selection: RF Nb SVM ACO ABC Algorithm ACO Algorithm BNS Common Mental Disorders emotion parameters Extract Association Rules human affective states Employed Bees Phase machine learning-based approach Onlooker Bees out-of-the-box parameter control particle swarm classification High Dimensional Data Classification Onlooker Bees Phase PSO Performance PSO Evolution PSO Algorithm Scout Bees Phase Smite SVM Polynomial vocal acoustic analysis leveraging center-based sampling theory UCI Dataset ROC curve Pheromone Trail

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