Learning Systems: From Theory to Practice
Editat de Vassil Sgurev, Vincenzo Piuri, Vladimir Jotsoven Limba Engleză Hardback – 13 apr 2018
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Specificații
ISBN-13: 9783319751801
ISBN-10: 3319751808
Pagini: 316
Ilustrații: XII, 301 p.
Dimensiuni: 160 x 241 x 23 mm
Greutate: 0.64 kg
Ediția:1st edition 2018
Editura: Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3319751808
Pagini: 316
Ilustrații: XII, 301 p.
Dimensiuni: 160 x 241 x 23 mm
Greutate: 0.64 kg
Ediția:1st edition 2018
Editura: Springer
Locul publicării:Cham, Switzerland
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Cuprins
From von Neumann architecture and Atanasoff’s ABC to Neuro-morphic Computation and Kasabov’s NeuCube: Principles and Implementations.- Applications of Computational Intelligence in Industrial and Environmental Scenarios.- Real, Imaginary and Complex Sets.- Intercriteria analysis over patterns.- From Primary to Conventional Science.- Intelligent Two-Level Optimization and Model Predictive Control of Degrading Plants.- Collaborative Clustering: New Perspective to Rank Factor Granules.- Learning through Contstraint Applications.- Autonomous Flight Control and Precise Gestural Positioning of a Small Quadrotor.- Introduction to the Theory of Randomized Machine Learning.- Grid-Type Fuzzy Models for Performance Evaluation and Condition Monitoring of Photovoltaic Systems.- Intelligent Control of Uncertain Switched Nonlinear Plants: NFG Optimum Control Synthesis via Switched Fuzzy Time-delay Systems.- Multidimensional Intuitionistic Fuzzy Quantifiers and Level Operators.- Data Processing and Harmonization for Intelligent Transportation Systems. An Application Scenario on Highway Traffic Flows.
Textul de pe ultima copertă
By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications, it includes a wide range of valuable lessons learned and ideas for future intelligent products and systems.
Caracteristici
Presents recent advances in fuzzy sets and computing with words Provides a comprehensive overview of research trends and practical use of computing with words technology Covers theory as well as applications