Advances in Intelligent Systems, Computer Science and Digital Economics

Name: Advances in Intelligent Systems, Computer Science and Digital Economics
Brand: Springer
Price: 149.79 EUR
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Zhengbing Hu Sergey Petoukhov Matthew He(Herausgeber*in)

Springer (Verlag)

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Erschienen am 23. Januar 2020

IX, 468 Seiten

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978-3-030-39216-1 (ISBN)

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Inhalt

Intro
Contents
Advances in Intelligent Systems and Intellectual Approaches
Methods for Studying the Post-buckling Behavior of Axisymmetric Membrane
Abstract
1 Introduction
2 The Operational Characteristics of the Membrane, Made in the Form of Shells
3 Types of Study of Post-buckling Membrane Behavior
4 The Mathematical Model for Describing the Process of Nonlinear Straining of Axisymmetric Shell
5 The Transition from a Multiparameter Problem to a Set of One-Parameter Problems. Discrete Continuation Method by Parameter
5.1 Two-Point Procedure According to the "Predictor-Corrector" Scheme
5.2 Method of Changing the Subspace of Control Parameters
6 The Study of Post-buckling Behavior of a Hinged Spherical Shell
7 Conclusions
References
Mathematical Modeling of DC Motors for the Construction of Prostheses
Abstract
1 Introduction
1.1 Basic Equations for a DC Motor
1.2 Analytical Calculation of a DC Motor
2 Modeling with MATLAB Simulink
2.1 Testing and Regulating the Model of a DC Motor
3 Mathematical Modelling of a DC Motor in a SIEMENS Amesim Environment
4 Conclusions
References
Complex Risks Control for Processes in Heat Technological Systems
Abstract
1 Introduction
2 Problem Statement
3 The Model of Complex Risks Control for Processes in Heat Technological Systems
4 Experiment Results and Analysis
5 Conclusions
Acknowledgments
References
The Synthesis of Virtual Space in the Context of Insufficient Data
Abstract
1 Introduction
2 Modeling a 3D Point Cloud
3 Algorithm Restoration of Mixtures of Distributions
4 Approbation
5 Conclusions
Acknowledgments
References
Reconstruction of Spatial Environment in Three-Dimensional Scenes
Abstract
1 Introduction
2 Theoretical Aspects of a Research
3 Mathematical Model
4 Experimental Part
5 Conclusions
Acknowledgements
References
Railway Rolling Stock Tracking Based on Computer Vision Algorithms
Abstract
1 Introduction
2 Problem Statement
3 Proposed Algorithm
3.1 Detection Phase
3.2 Tracking Phase
4 Conclusions and Future Work
Acknowledgments
References
Evaluating of Word Embeddings Hyper-parameters of the Master Data in Russian-Language Information Systems
Abstract
1 Introduction
2 Features of the Master Data Elements and Their Vector Representations
3 Vector Representation of the Master Data Elements
4 Experiment
5 Conclusions
References
Development of an Intelligent Control System Based on a Fuzzy Logic Controller for Multidimensional Control of a Pumping Station
Abstract
1 Introduction
2 The Technological Process as an Object of Control
3 Development of Conceptual Model for Multidimensional Control of a Pumping Station
4 Development of Logical Diagram and Process Control Algorithm
5 Design of Experiment Data Gathering for Introduction of Compensation Functions in the Program of Multidimensional Regulator
6 Results and Discussion
7 Conclusions
References
From Algebraic Biology to Artificial Intelligence
Abstract
1 Introduction
2 Category Systems in Algebraic Biology
3 Mathematical Methods of Algebraic Biology
4 U-Numbers in a Categorical Generalization Conclusion
5 Conclusions
References
Concept of Active Traffic Management for Maximizing the Road Network Usage
Abstract
1 Introduction
2 The Problem of Establishment of Maximum Traffic Flow Through the Carcass Network with Ideal Junctions
3 Ways of Implementation of Recommendations Obtained from the Optimization Problem Solution
4 Generalization of the Problem for the Case of Signalized Intersection Presence
5 Conclusions
References
Collection of Individual Packet Statistical Information in a Flow Based on P4-switch
Abstract
1 Introduction
2 Pipeline Architecture of the P4-switch for Statistical Monitoring
3 Memory Organization for Statistical Information About Flows in P4-switches
4 Flows Identification Approaches
5 Method for Determining the Size of the Backup Pool of Flows Identifiers
6 Assessment of the Number of Records in the Flow Register Pool in the Test Environment
7 Conclusions
References
A Model of Cognitive Disorders upon the Algebra of Fourier-Dual Operations
Abstract
1 Introduction
2 Model
3 Modeling
4 Conclusions
Acknowledgments
References
Intelligent OFDM Telecommunication Systems Based on Many-Parameter Complex or Quaternion Fourier Transforms
Abstract
1 Introduction
2 Intelligent Complex and Quaternion OFDM TCS
3 Fast Many-Parameter Complex Fourier Transforms
4 Fast Many-Parameter Quaternion Fourier Transforms
5 Many-Parameter Complex and Quaternion All-Pass Filters
6 Conclusions
Acknowledgements
References
Vibration Monitoring Systems for Power Equipment as an Analogue of an Artificial Neural Network
Abstract
1 Introduction
2 Distributed State Monitoring System as the Basic Structure of Neural Network Data Processing
3 Input Data Generation and Signal Preprocessing in Multichannel Monitoring Systems
4 Matrix Conversion of Multi-channel Monitoring Data
5 Adaptation of Response Thresholds Taking into Account Time and Operating Modes
6 Conclusions
References
Integrated Computer Analysis of Genomic Sequencing Data Based on ICGenomics Tool
Abstract
1 Introduction
2 Materials and Methods. Structure of the Program Complex
3 Application Areas
4 Results
5 Conclusions
Acknowledgments
References
Statistical and Linguistic Decision-Making Techniques Based on Fuzzy Set Theory
Abstract
1 Introduction
2 Recognition of Non-stylized Written Signs and Estimation of the Similarity Measure
3 Statistical and Linguistic Decision-Making Techniques
4 Analysis Techniques Used in Feature Recognition
5 Estimation of Distribution Densities in Decision-Making
6 Conclusions
Acknowledgements
References
Studying the Crack Growth Rate Variability by Applying the Willenborg's Model to the Markov's Simulated Trials
Abstract
1 Introduction
2 Markov's Matrixes Representation of the Random Loading
3 Willenborg's Crack Growth Model
4 Numerical Experiment
5 Results and Discussion
6 Conclusions
Acknowledgements
References
Advances in Computer Science and Their Technological Applications
Creating Spaces of Temporary Features for the Task of Diagnosing Complex Pathologies of Vision
Abstract
1 Introduction
2 Transform Temporal Signals and Creation Feature Spaces of Temporal Dependencies
2.1 Purpose of Work and Research Methods
2.2 Frequency Response and Phase Response of a Retina
2.3 Approximation of the Frequency Response of the Retina in Order to Obtain Formalized Signs for the Diagnosis
2.4 Amplitude-Phase Characteristics (AFC) of the Retina
2.5 A Generalized Frequency Characteristic of the Hodograph
3 Conclusions
Acknowledgement
References
A Modified Particle Swarm Algorithm for Solving Group Robotics Problem
Abstract
1 Introduction
2 Problem Description
3 Canonical and Modified Particle Swarm Optimization Algorithms
4 Modified PSO++ Particle Swarm Optimization Algorithms for Solving Problem with Obstacles
5 Software and Computational Experiment Implementation
6 Results and Discussion
7 Conclusions
References
Analysis of Diagnostic Signs of Defective States of Mechatronic Mechanisms of Cyclic Action
Abstract
1 Introduction
2 Diagnostics of Cyclic Mechanisms According to the Statistical Characteristics of the Law of Motion
3 Using the Laws of Distribution of Parameters of the Laws of Motion in the Problems of Operational Diagnostics of Cyclic Mechanisms
4 Conclusions
References
Development and Performance Evaluation of a Software System for Multi-objective Design of Strain Gauge Force Sensors
Abstract
1 Introduction
2 Literature Review
3 Design Algorithm
4 Software Implementation of the Design Algorithm
5 Case Study
5.1 Solving the Case Study Using the Developed Software System
5.2 Discussion of Results
6 Conclusions
References
Optimization of the Structure of the Intelligent Active System as a Necessary Condition for the Harmonization of Creative Solutions
Abstract
1 Introduction
2 Theoretical Aspects of a Research
3 Formalization and Methods for Solving the Problem
3.1 Formalization of the State of an Intelligent Agent
3.2 Fuzzy Clustering of the Composition of the Intelligent Active System
4 Software Implementation of the FCM Algorithm in Matlab
5 Conclusions
Acknowledgments
References
Parallel Hybrid Genetic Algorithm for Solving Design and Optimization Problems
Abstract
1 Introduction
2 Hybridization as a Paradigm of Computational Intelligence
3 Evolutionary Design and the Agent Approach
4 Parallel Genetic Algorithm
5 Description of the Developed Algorithm
6 Conclusions
Acknowledgments
References
Optimal Real-Time Image Processing with Imperfect Information on Convolution-Type Distortion
Abstract
1 Introduction
2 Imaging System Model
2.1 Circularly Symmetric PSF
2.2 Convolution of Symmetric PSFs
2.3 Assumptions About Noise and Unknown Image
3 Optimal Reconstruction Problem
3.1 Linear Reconstruction of an Unknown Image
3.2 Estimation Quality
3.3 General Case - Correlated Noise
3.4 Special Case - White Noise
4 Numerical Results
4.1 Optimal Processing Kernel and the Synthesized Measurement-Processing System
4.2 Balancing Size of r and Reconstruction Quality
5 Imperfect Information on the Distortion
6 Finite-Dimensional Representation of Reconstruction PSF
6.1 Finite-Dimensional Representation of the Reconstruction PSF
6.2 Optimal "Finite-Dimensional" PSF {\varvec r}
7 Conclusions
Acknowledgments
References
Scalability and Parallelization of Sequential Processing: Big Data Demands and Information Algebras
Abstract
1 Introduction
2 Big Data and Information Theory
3 Bayesian Sequential Update of Information
3.1 Traditional Data Processing and Big Data Problems
3.2 Sequential Updating Information
4 Bayesian Information Updating for Linear Experiment
4.1 Linear Measurement
4.2 Prior and Posterior Distributions
4.3 Treating Posterior as Prior for the Next Experiment
5 Sequential Bayesian Information Updating
5.1 Standard Sequential Information Updating
5.2 Sequential Information Updating in Explicit Form
6 Information Spaces
6.1 Raw Information Space
6.2 Explicit Information Space
6.3 Canonical Information Space
6.4 Comparison of Information Spaces
6.5 Relations Between Information Spaces
7 Processing Optimization Options Provided by Canonical Information
7.1 Sequential Information Updating in Canonical Form
7.2 Parallel Information Updating in Canonical Form
7.3 Scalability and MapReduce Framework
8 Simulation Example
9 Conclusions
Acknowledgments
References
Aggregate Estimates for Probability of Social Engineering Attack Success: Sustainability of the Structure of Access Policies
Abstract
1 Introduction
2 "Critical Documents-Informational System-Users-Malefactor" Complex Models
3 Assessment of the Quality of the Genetic Algorithm
4 Computational Experiments
5 Conclusions
References
A Machine Learning Approach to the Vector Prediction of Moments of Finite Normal Mixtures
Abstract
1 Introduction
2 Neural Networks Methodology
3 Vector Prediction of Finite Normal Mixture Components
4 Conclusions
Acknowledgments
References
Diagnostic Data Fusion Collected from Railway Automatics and Telemechanics Devices on the Basis of Soft Computing Technologies
Abstract
1 Introduction
2 Problems of Diagnostic Data Fusions and Their Solutions
3 Key Concepts, Initial Data for the Diagnostic Data Fusion
4 Fault Detection Model for RAT Devices
5 Conclusions
References
Towards a Parallel Informal/Formal Corpus of Educational Mathematical Texts in Russian
Abstract
1 Introduction
2 Related Works
3 Corpus Description
4 Corpus Construction
5 Conclusions
Acknowledgements
Appendix
References
Hyperbolic and Fibonacci Numbers in Modeling Natural Phenomena
Abstract
1 Introduction
2 Hyperbolic and Fibonacci Numbers in Phyllotaxis Modelling
3 Hyperbolic Numbers and the Weber-Fechner Law
4 Fibonacci Sequences of 2n-Dimensional Hyperbolic Numbers
5 Some Concluding Remarks
References
Application of a Modified Ant Colony Imitation Algorithm for the Traveling Salesman Problem with Time Windows When Designing an Intelligent Assistant
Abstract
1 Introduction
2 Related Work
3 Information About the Intelligent Virtual Assistant Module
4 Theoretical Aspects of a Research
5 Experimental Research
6 Conclusions
Acknowledgments
References
Tensor Generalizations of the Fibonacci Matrix
Abstract
1 Introduction
2 The Fibonacci Matrix and Phyllotaxis Laws of Morphogenesis
3 The Case of Fibonacci-like (8*8)-Matrices
4 Some Relations with Genetic Matrices
5 Some Concluding Remarks
References
An Approach to Online Fuzzy Clustering Based on the Mahalanobis Distance Measure
Abstract
1 Introduction
2 A Review of Distance Measures
3 Simulation Results
4 Conclusion
Acknowledgment
References
Application of a Novel Model "Requirement - Object - Parameter" for Design Automation of Complex Mechanical System
Abstract
1 Introduction
2 Model "Requirements - Objects - Parameters"
3 Application of ROP Model for Designing an Innovative Fruit and Vegetable Washer
4 Design Options and Discussion
4.1 Case 1
4.2 Case 2
4.3 Case 3
5 Conclusions
References
Studies of Structure and Impact Damage of Composite Materials by a Computer Tomograph
Abstract
1 Introduction
2 X-Ray Computed Tomography Method to Study the Structure of the Material
3 The Method of Applying Impact Damage and the Analysis of Internal Damage by CT
4 Conclusions
Acknowledgement
References
On the Possibility of Applying a Multi-frequency Dynamic Absorber (MDA) to Seismic Protection Tasks
Abstract
1 Introduction
2 Study of Vibration of a Building of Tower Type
3 Vibration of Building on a Powerful Foundation
4 Vibration of Building with Installed MDA
5 Conclusions
References
About the Calculation by the Method of Linearization of Oscillations in a System with Time Lag and Limited Power-Supply
Abstract
1 Introduction
2 System Model
3 Equation Solutions
4 Stability of Stationary Modes
5 Calculations
6 Conclusions
References
Mathematical Model of Dot Peen Marker Operating in Self-exciting Vibration Mode
Abstract
1 Introduction
2 Key Assumptions
3 Dynamic of the "Gas-Peen" System Within Impactless Motion
4 Impact and State Vector's Change
5 Numerical Integration
6 Result Discussion
7 Conclusions
Acknowledgements
References
Advances in Digital Economics and Methodological Approaches
Study of the Mechanisms of Perspective Flexible Manufacturing System for a Newly Forming Robotic Enterprise
Abstract
1 Introduction
2 Analysis
3 Concept
4 Detailing of Mechanisms
5 Case Example
6 Results and Discussion
7 Conclusions
Approach to Forecasting the Development of Crisis Situations in Complex Information Networks
Abstract
1 Introduction
2 The Mathematical Formulation of the Optimal Control Problem
3 Formation of a Set of Alternatives Based on the Analysis of Heterogeneous Data Streams
4 Optimal Control Under Conditions of Confrontation
5 Non-cooperative Game with Vector Profits
6 An Example of Finding Optimal Control in a Confrontation Between Two Players
7 Conclusions
References
Systems Theory for the Digital Economy
Abstract
1 Introduction
2 Artificial Neural Networks and Reflexes in Physiology
3 Category Systems and the Principle of P.K. Anokhin- K.V. Sudakov
4 Smart Enterprises for the Digital Economy
5 Conclusions
References
Agile Simulation Model of Semiconductor Manufacturing
Abstract
1 Introduction
2 Modeling Concept
3 Design of Experiments and Experimental Results
4 Experimental Results and Discussion
5 Conclusions
Acknowledgments
References
Author Index

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