Do Smart Adaptive Systems Exist? | UPT Perpustakaan UNS

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Do Smart Adaptive Systems Exist?

Gabrys, Bogdan. - Nama Orang; Leiviskä, Kauko. - Nama Orang; Strackeljan, Jens. - Nama Orang;

Intelligent Systems: Architectures and Perspectives -- Do Smart Adaptive Systems Exist? — Introduction -- Problem Definition — From Applications to Methods -- Problem Definition — From Applications to Methods -- Data Preparation and Preprocessing -- Data Preparation and Preprocessing -- From Methods To Applications -- Artificial Neural Networks -- Machine Learning and Reinforcement Learning -- Fuzzy Expert Systems -- Learning Algorithms for Neuro-Fuzzy Systems -- Hybrid Intelligent Systems: Evolving Intelligence in Hierarchical Layers -- Evolving Connectionist Systems with Evolutionary Self-Optimisatio -- From Applications To Methods -- Monitoring -- Examples of Smart Adaptive Systems in Model-Based Diagnosis -- Design of Adaptive Fuzzy Controllers -- Optimal Design Synthesis of Component-Based Systems Using Intelligent Techniques -- Intelligent Methods in Finance Applications: From Questions to Solutions -- Neuro-Fuzzy Systems for Explaining Data Sets -- Fuzzy Linguistic Data Summaries as a Human Consistent, User Adaptable Solution to Data Mining -- Adaptive Multimedia Retrieval: From Data to User Interaction.This book is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most recent research results but a practical guide for experts from other areas and industrial users who are interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions. Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future. An integration of these communities has been one of the main goals of the European Network of Excellence on Smart Adaptive Systems (EUNITE) within which the idea of compiling such a volume has originated. Over three years of various EUNITE activities focusing on issues of adaptation and intelligent behaviour of computing and engineering systems has also led to posing the question which is the title of this book: Do smart adaptive systems exist?

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Judul Seri: -
No. Panggil: -
Penerbit: Berlin, Heidelberg : Springer., 2005
Deskripsi Fisik: X, 370 p.online resource.
Bahasa: English
ISBN/ISSN: 9783540323747
Klasifikasi: 006.3
Tipe Isi: -
Tipe Media: -
Tipe Pembawa: -
Edisi: 1st ed.
Subjek: Artificial intelligence.
Computational intelligence.
Applied mathematics.
Engineering mathematics.
Operations research.
Decision making.
Operations Research/Decision Theory.
Statistical physics.
Dynamical systems.
Complex Systems.
Statistical Physics and Dynamical Systems.
Applications of Mathematics.
Info Detail Spesifik: -
Pernyataan Tanggungjawab: Bogdan Gabrys, Kauko Leiviskä, Jens Strackeljan.

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