Soft Computing and Its Applications, Volume One, Ray, Kumar S.

Автор: Brunton, Steven L. (university Of Washington) Kutz
Название: Data-driven science and engineering
ISBN: 1009098489 ISBN-13(EAN): 9781009098489
Издательство: Cambridge Academ
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Цена: 52790.00 T
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Описание: Data-driven discovery is revolutionizing how we model, predict, and control complex systems. This text integrates emerging machine learning and data science methods for engineering and science communities. Now with Python and MATLAB (R), new chapters on reinforcement learning and physics-informed machine learning, and supplementary videos and code.

Автор: Liu Zhi-Qiang, Cai Jin-Hai, Buse Richard
Название: Handwriting Recognition / Soft Computing and Probabilistic Approaches
ISBN: 3540401776 ISBN-13(EAN): 9783540401773
Издательство: Springer
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Цена: 65210.00 T
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Описание: This book takes a fresh look at the problem of unconstrained handwriting recognition and introduces the reader to new techniques for the recognition of written words and characters using statistical and soft computing approaches. The types of uncertainties and variations present in handwriting data are discussed in detail. The book presents several algorithms that use modified hidden Markov models and Markov random field models to simulate the handwriting data statistically and structurally in a single framework. The book explores methods that use fuzzy logic and fuzzy sets for handwriting recognition. The effectiveness of these techniques is demonstrated through extensive experimental results and real handwritten characters and words.

Автор: Rudolf Seising; Enric Trillas; Janusz Kacprzyk
Название: Towards the Future of Fuzzy Logic
ISBN: 3319358197 ISBN-13(EAN): 9783319358192
Издательство: Springer
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Цена: 121890.00 T
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Описание:

On Reasoning With Words and Perceptions.- Language, Fuzzy Logic, Metalogic.- On What I Still Hope from Fuzzy Logic.- Fuzzy Logic and Modern Economics.- Linguistic Summaries of Time Series: A Powerful and Prospective Tool for Discovering Knowledge on Time Varying Processes And Systems.-Granular Geometry.- Inquiry About the Origin And Abundance of Vague Language: an Issue for the Future.- Fuzzy Natural Logic: Towards Mathematical Logic of Human Reasoning.- From Lattice Valued Theories to Lattice Valued Analysis.- Applying Fuzzy Mathematics to Empirical Work inPolitical Science.- Crisis' Origin's Causes. Contributions from the Fuzzy Logic in the Sustainability on the Socio-economic Systems.- Advanced Computing with Words: Status and Challenges.- Informal Meditation on Empiricism and Approximation in Fuzzy Logic and Set Theory: Descriptive Normativity, Formal Informality and Objective Subjectivity.- Formalizing the Informal, Precisiating the Imprecise: How Fuzzy Logic Can Help Mathematicians and Physicists by Formalizing their Intuitive Ideas.- Future is where Concepts, Theories and Applications Meet (Also in Fuzzy Logic).- Graduated Conjectures.- Fuzzy Concepts and Fuzzy Logic in Historical and Genetic Epistemology.

Автор: Luis Magdalena; Jose Luis Verdegay; Francesc Estev
Название: Enric Trillas: A Passion for Fuzzy Sets
ISBN: 331936734X ISBN-13(EAN): 9783319367347
Издательство: Springer
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Цена: 104480.00 T
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Описание: (Preliminary) The book is a comprehensive collection of the most recent and significant research and applications in the field of fuzzy logic. It covers fuzzy structures, systems, rules, operations as well as important applications, e.g in decision making, environmental prediction and prevention, and communication.

Автор: Quanmin Zhu; Ahmad Taher Azar
Название: Complex System Modelling and Control Through Intelligent Soft Computations
ISBN: 3319382381 ISBN-13(EAN): 9783319382388
Издательство: Springer
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Цена: 148010.00 T
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Описание: Design and Modeling of Anti Wind Up PID Controllers.- A Hybrid Global Optimization Algorithm: Particle Swarm Optimization in Association with a Genetic Algorithm.- Towards Robust Performance Guarantees for Models Learned from High-Dimensional Data.- Expert-Based Method of Integrated Waste Management Systems for Developing Fuzzy Cognitive Map.- Leukocyte Detection through an Evolutionary Method.- PWARX model identification based on clustering approach.- Supplier quality evaluation using a fuzzy multi criteria decision making approach.- Concept Trees: Building Dynamic Concepts from Semi-Structured Data using Nature-Inspired Methods.- Swarm Intelligence Techniques and Their Adaptive Nature with Applications.- Signal Based Fault Detection and Diagnosis for rotating electrical machines: Issues and Solutions.- Modelling Of Intrusion Detection System Using Artificial Intelligence -Evaluation Of Performance Measures.- Enhanced Power System Security Assessment through Intelligent Decision Trees.- Classification of Normal and Epileptic Seizure EEG Signals based on Empirical Mode Decomposition.- A Rough Set Based Total Quality Management Approach in Higher Education.- Iterative Dual Rational Krylov and Iterative SVD-Dual Rational Krylov Model Reduction for Switched Linear Systems.- Household Electrical Consumption Modeling through Fuzzy Logic Approach.- Modeling, Identification and Control of irrigation station with sprinkling: Takagi- Sugeno approach.- Review and Improvement of Several Optimal Intelligent Pitch Controllers and Estimator of WECS via Artificial Intelligent Approaches.- Secondary and Tertiary Structure Prediction of Proteins: A Bioinformatic Approach.- Approximation of Optimized Fuzzy Logic Controller for Shunt Active Power Filter.-Soft Computing Techniques For Optimal Capacitor Placement.- Advanced Metaheuristics-based Approach for Fuzzy Control Systems Tuning.- Robust Estimation Design for Unknown Inputs Fuzzy Bilinear Models: Application to Faults Diagnosis.- Unit Commitment Optimization Using Gradient-Genetic algorithm and Fuzzy logic approaches.- Impact of Hardware/Software Partitioning and MicroBlaze FPGA Configurations on the Embedded Systems Performances.- A Neural Approach to Cursive Handwritten Character Recognition using Features Extracted from Binarization Technique.- System Identification Technique and Neural Networks for Material Lifetime Assessment Application.- Measuring Software Reliability: A Trend using Machine Learning Techniques.- Hybrid Metaheuristic Approach for Scheduling of Aperiodic OS Tasks.

Автор: J?nos Fodor; Robert Full?r
Название: Advances in Soft Computing, Intelligent Robotics and Control
ISBN: 3319383221 ISBN-13(EAN): 9783319383224
Издательство: Springer
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Цена: 174130.00 T
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Описание: Intelligent Robotics and Control.- Soft Computing.- Applied Mathematics.

Автор: Marcin Witczak
Название: Fault Diagnosis and Fault-Tolerant Control Strategies for Non-Linear Systems
ISBN: 3319380427 ISBN-13(EAN): 9783319380421
Издательство: Springer
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Цена: 104480.00 T
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Описание: Taking the reader from advanced state estimation strategies right up to the latest techniques in soft computing, this book explains how to implement the Takagi-Sugeno models of fuzzy-systems fault diagnosis and fault-tolerant control in a unified framework.

Автор: Ludmila I. Kuncheva
Название: Fuzzy Classifier Design
ISBN: 3790812986 ISBN-13(EAN): 9783790812985
Издательство: Springer
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Цена: 153720.00 T
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Описание: This introduction to supervised pattern recognision and fuzzy set theory defines fuzzy "if-then" and "non-if-then" classifers, and looks at their properties. Training algorithms are detailed, and there is a discussion on fuzzy and non-fuzzy modles for fusion and selection.

Автор: J?nos Fodor
Название: Aspects of Soft Computing, Intelligent Robotics and Control
ISBN: 3642036325 ISBN-13(EAN): 9783642036323
Издательство: Springer
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Цена: 158380.00 T
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Описание: This volume examines theoretical and practical aspects in soft computing, intelligent robotics and control. The problems discussed are taken from fuzzy systems, neural networks, interactive evolutionary computation, intelligent mobile robotics and more.

Автор: Barry G. Silverman; Ashlesha Jain; Ajita Ichalkara
Название: Intelligent Paradigms for Healthcare Enterprises
ISBN: 3642061753 ISBN-13(EAN): 9783642061752
Издательство: Springer
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Цена: 158380.00 T
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Описание: This compendium brings together leading researchers in the fields of Intelligent Systems and healthcare aiming at medical engineers, healthcare managers and computer scientists worldwide.

Автор: Cengiz Kahraman; Mesut Yavuz
Название: Production Engineering and Management under Fuzziness
ISBN: 3642120512 ISBN-13(EAN): 9783642120510
Издательство: Springer
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Цена: 278580.00 T
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Описание: This is the first book on fuzzy production engineering and management. It provides a valuable resource to undergraduate and graduate students interested in the applications of production management under fuzziness. Special attention is given to applicability.

Автор: Masoud Nikravesh; Lofti A. Zadeh
Название: Soft Computing for Information Processing and Analysis
ISBN: 3642061818 ISBN-13(EAN): 9783642061813
Издательство: Springer
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Цена: 181670.00 T
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Описание: This carefully edited book has evolved from presentations made by the participants of a meeting entitled "Fuzzy Logic and the Internet: Enhancing the Power of the Internet", organized by the Berkeley Initiative in Soft Computing (BISC), University of California, Berkeley.