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The Resource Advanced mathematical techniques in science and engineering, editors Mangey Ram, Joäao Paulo Davim

Advanced mathematical techniques in science and engineering, editors Mangey Ram, Joäao Paulo Davim

Label
Advanced mathematical techniques in science and engineering
Title
Advanced mathematical techniques in science and engineering
Statement of responsibility
editors Mangey Ram, Joäao Paulo Davim
Contributor
Distributor
Editor
Publisher
Subject
Genre
Language
eng
Summary
In recent years, mathematical techniques applied to novel disciplines within the science and engineering have experienced extraordinary growth. Advanced Mathematical Techniques in Science and Engineering focusses on a detailed range of mathematics applied within various fields of science and engineering for different tasks. Topics of focus include: * Analysis of Consensus-Building Time in Social Groups * Modeling of intersystem accidents in critical infrastructure systems * Stochastic approaches to analysis and modeling of multi-sources and big data * Performance evaluation of computational DoS attack on access point in Wireless LANs * Ranking methods for decision-making under uncertainty * Understanding time delay based Modeling & Diffusion of technological products * Role of soft computing in science and engineering * Complex system reliability analysis and optimization * Tree growth models in forest ecosystems modelling This research book can be used as a reference for students in a final year undergraduate engineering course, such as mechanical, mechatronics, industrial, computer science, information technology, etc. Furthermore, the book can serve as a valuable reference for academics, engineers and researchers in these and related subject areas
Member of
Cataloging source
CaBNVSL
Dewey number
501/.51
Illustrations
illustrations
Index
index present
LC call number
Q175.32.M38
LC item number
A38 2018eb
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Ram, Mangey
  • Davim, J. Paulo
  • IEEE Xplore (Online Service)
  • River Publishers
Series statement
River Publishers series in management sciences and engineering
http://library.link/vocab/subjectName
  • Science
  • Engineering mathematics
Label
Advanced mathematical techniques in science and engineering, editors Mangey Ram, Joäao Paulo Davim
Instantiates
Publication
Distribution
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
  • Preface xi -- Acknowledgements xiii -- List of Contributors xv -- List of Figures xvii -- List of Tables xxiii -- List of Abbreviations xxv -- 1 Analysis of Consensus-Building Time in Social Groups Based on the Results of Statistical Modeling 1 Aronov Iosif Zinovievich, Maksimova Olga Vladimirovna and Grigoryev Vadim Iosifovich 1.1 Introduction and Purpose of the Study 2 -- 1.2 Description of the Model for Consensus Based on Regular Markov Chains 3 -- 1.3 Specific Cases in the Model of Attaining Consensus in the Work of TC 5 -- 1.3.1 Domination 5 -- 1.3.2 Presence of Several Leaders 5 -- 1.3.3 Global Domination 6 -- 1.3.4 Responsibility Shift 6 -- 1.3.5 Coalitions 6 -- 1.4 Analysis of the General Case in the Consensus Model 6 -- 1.5 Management of the TCs by the National Standardization Body 10 -- 1.6 The Quality of Consensus 12 -- 1.7 Consensus-Building Model Description Based on Cellular Automata Methodology 13 -- 1.8 Study of Consensus-Building Model Based on Cellular Automata Methodology 17 -- 1.9 Conclusions and Results Interpretation 28 -- References 30 -- 2 Classification and Modeling of Intersystem Accidents in Critical Infrastructure Systems 33 Valery V. Lesnykh, Vladislav S. Petrov and Tatiana B. Timofeeva 2.1 Introduction 33 -- 2.2 Examples of Intersystem Failures 37 -- 2.3 Classification of Intersystem Failures 39 -- 2.4 Simulation of Intersystem Failures 42 -- 2.4.1 Gas Transmission Network Model 43 -- 2.4.2 Electric Network Model 46 -- 2.4.3 Interaction Model 47 -- 2.5 Results of Calculations 49 -- 2.6 Perturbance Propagation Functions 51 -- 2.7 Conclusion 53 -- References 54 -- 3 Stochastic Approaches to Analysis and Modeling of Multi-Sources and Big Data in Tasks of Homeland Security: Socio-Economic and Socio-Ecological Crisis Control Tools 57 Yuriy V. Kostyuchenko, Maxim Yuschenko and Ivan Kopachevsky 3.1 Introduction 57 -- 3.1.1 Case Study: The Conflict 59 -- 3.2 Methodological Notes: Approach to Data Analysis 62 -- 3.2.1 Big Data Classification Approach 64
  • 3.2.2 Multisource Data Regularization and Optimization Approach 66 -- 3.3 Population Dynamics Assessment in the Crisis Area Using Multisource Data 68 -- 3.3.1 Population Assessment in Rural Areas 69 -- 3.3.2 Population Assessment in Urban Areas 70 -- 3.3.3 Satellite Observations and Data Integration Approach 71 -- 3.4 Assessment of the Economic Dynamics in the Crisis Area Using Multisource Data 74 -- 3.4.1 Analysis of Land-Use Structure Change: Markov's Chains Modeling of Satellite Data 74 -- 3.4.2 Satellite Data for Analysis of Land-Use Efficiency and Crop Structure Dynamics 78 -- 3.4.3 Data Integration Algorithm and Satellite Based Approach to Economic Activity Variations 79 -- 3.5 Assessment of Number and Dynamics of Illegal Armed Groups Using Big Data 81 -- 3.6 Assessment of Combatant and Non-Combatant Losses Using Multisource Data 84 -- 3.7 On the Model of Population Dynamics under the Conflict 87 -- 3.8 Concluding Remarks 92 -- References 95 -- 4 Modeling and Performance Evaluation of Computational DoS Attack on an Access Point in Wireless LANs 101 Rajeev Singh and Teek Parval Sharma 4.1 Introduction 102 -- 4.2 Review of Key Hiding Communication (KHC) Scheme 104 -- 4.3 Network Model 105 -- 4.3.1 Simulation Topology 106 -- 4.3.2 Simulation Parameters 107 -- 4.3.3 Performance Evaluation Metrics 108 -- 4.4 Results and Discussion 108 -- 4.5 Conclusion 116 -- References 117 -- 5 Development of Computation Algorithm and Ranking Methods for Decision-Making under Uncertainty 121 Alexander V. Bochkov and Nikolay N. Zhigirev 5.1 Trough-Ranking Method for a Regulate Lists Objects of Different Types by Partial Expert Comparisons 123 -- 5.1.1 Literature Review 123 -- 5.1.2 Algorithm Description 124 -- 5.1.3 Case Study 131 -- 5.2 The Analytic Hierarchy Process Modification for Decision Making under Uncertainty 141 -- 5.2.1 Introduction 141 -- 5.2.2 Literature Review 142 -- 5.2.3 Problem Statement 143 -- 5.2.4 Methodology Description 144 -- 5.2.5 Case Study 147 -- 5.3 Conclusion 151
  • References 152 -- 6 Understanding Time Delay Based Modeling and Diffusion of Technological Products 155 Mohini Agarwal, Adarsh Anand, Deepti Aggrawal and Rubina Mittal 6.1 Introduction 155 -- 6.2 Research Methodology 157 -- 6.2.1 Notations 157 -- 6.3 Research Results and Findings 160 -- 6.4 Discussion 161 -- 6.5 Conclusion 162 -- References 162 -- 7 Role of Soft Computing in Science and Engineering 165 Preeti, Lata Nautiyal and Mangey Ram 7.1 Introduction 165 -- 7.1.1 Why Soft Computing Approach? 167 -- 7.2 Soft Computing Techniques 168 -- 7.2.1 Machine Learning 169 -- 7.2.1.1 Notation of dataset 170 -- 7.2.1.2 Training data and test data 170 -- 7.2.1.3 Relationships with other disciplines 170 -- 7.2.1.4 Basic concepts and ideals of machine learning 171 -- 7.2.1.5 The categorization of machine learning algorithms 171 -- 7.2.2 Fuzzy Logic 172 -- 7.2.3 Evolutionary Algorithms 172 -- 7.2.3.1 Implementation 173 -- 7.2.3.2 Types 173 -- 7.2.4 Genetic Algorithms 173 -- 7.2.4.1 Initialization 174 -- 7.2.4.2 Selection 174 -- 7.2.4.3 Genetic operators 174 -- 7.2.4.4 Termination 175 -- 7.2.5 Bayesian Network 175 -- 7.2.6 Neural Network 175 -- 7.2.7 Particle Swarm Optimization 176 -- 7.3 Applications 177 -- 7.4 Conclusion 180 -- References 180 -- 8 Complex System Reliability Analysis and Optimization 185 Anuj Kumar, Sangeeta Pant and Mangey Ram 8.1 Introduction 185 -- 8.1.1 Reliability Measuring Parameters 186 -- 8.1.2 Stochastic Processes 187 -- 8.1.3 Copula Method 187 -- 8.1.4 Reliability Optimization 188 -- 8.2 Review of Literature 189 -- 8.3 Material and Methods 190 -- 8.3.1 Supplementary Variable Technique 190 -- 8.3.2 Birth-Death Processes 191 -- 8.3.3 Multi-objective Particle Swarm Optimization 192 -- 8.3.4 Mathematical Model and Reliability Block Diagram 193 -- 8.3.4.1 Complex bridge system 193 -- 8.4 Results and Discussion 193 -- 8.5 Conclusion and Summary 195 -- References 196 -- 9 Tree Growth Models in Forest Ecosystem Modeling - A Tool for Development of Tree Ring Width Chronology and Climate Reconstruction 201 Rajesh Joshi and Rupesh Dhyani 9.1 Introduction 202
  • 9.1.1 Notion of Ecosystem Modeling 202 -- 9.1.1.1 Growth and yield models 204 -- 9.1.1.2 Succession models 205 -- 9.1.1.3 Biogeochemical-mechanistic models 206 -- 9.1.1.4 Hybrid models 206 -- 9.2 Tree Growth Models 207 -- 9.2.1 General Linear Aggregate Model 207 -- 9.2.2 Growth Curve for Detrending Tree Growth Time Series 208 -- 9.3 Deterministic Curves 208 -- 9.3.1 Negative Exponential Curve 208 -- 9.3.2 Linear Regression Curve 209 -- 9.3.3 Hugershoff Growth Curve 209 -- 9.4 Stochastic Curves 210 -- 9.4.1 The Smoothing Spline Curve 210 -- 9.4.2 Friedman's Super Smoother 210 -- 9.5 Empirical Curves 211 -- 9.5.1 Regional Curve Standardization Method 211 -- 9.6 Application of Tree Ring Growth Models - An Example from A Case Study 212 -- 9.7 Conclusion 214 -- References 215 -- Index 219 -- About the Editors 221
Control code
9218883
Dimensions
unknown
Extent
1 PDF (xxvi, 222 pages)
Form of item
online
Governing access note
Restricted to subscribers or individual electronic text purchasers
Isbn
9788793609334
Media category
electronic
Media MARC source
isbdmedia
Other physical details
illustrations .
Specific material designation
remote
System control number
  • (CaBNVSL)mat09218883
  • (IDAMS)0b0000648d19a237
System details
Mode of access: World Wide Web
Label
Advanced mathematical techniques in science and engineering, editors Mangey Ram, Joäao Paulo Davim
Publication
Distribution
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier MARC source
rdacarrier
Content category
text
Content type MARC source
rdacontent
Contents
  • Preface xi -- Acknowledgements xiii -- List of Contributors xv -- List of Figures xvii -- List of Tables xxiii -- List of Abbreviations xxv -- 1 Analysis of Consensus-Building Time in Social Groups Based on the Results of Statistical Modeling 1 Aronov Iosif Zinovievich, Maksimova Olga Vladimirovna and Grigoryev Vadim Iosifovich 1.1 Introduction and Purpose of the Study 2 -- 1.2 Description of the Model for Consensus Based on Regular Markov Chains 3 -- 1.3 Specific Cases in the Model of Attaining Consensus in the Work of TC 5 -- 1.3.1 Domination 5 -- 1.3.2 Presence of Several Leaders 5 -- 1.3.3 Global Domination 6 -- 1.3.4 Responsibility Shift 6 -- 1.3.5 Coalitions 6 -- 1.4 Analysis of the General Case in the Consensus Model 6 -- 1.5 Management of the TCs by the National Standardization Body 10 -- 1.6 The Quality of Consensus 12 -- 1.7 Consensus-Building Model Description Based on Cellular Automata Methodology 13 -- 1.8 Study of Consensus-Building Model Based on Cellular Automata Methodology 17 -- 1.9 Conclusions and Results Interpretation 28 -- References 30 -- 2 Classification and Modeling of Intersystem Accidents in Critical Infrastructure Systems 33 Valery V. Lesnykh, Vladislav S. Petrov and Tatiana B. Timofeeva 2.1 Introduction 33 -- 2.2 Examples of Intersystem Failures 37 -- 2.3 Classification of Intersystem Failures 39 -- 2.4 Simulation of Intersystem Failures 42 -- 2.4.1 Gas Transmission Network Model 43 -- 2.4.2 Electric Network Model 46 -- 2.4.3 Interaction Model 47 -- 2.5 Results of Calculations 49 -- 2.6 Perturbance Propagation Functions 51 -- 2.7 Conclusion 53 -- References 54 -- 3 Stochastic Approaches to Analysis and Modeling of Multi-Sources and Big Data in Tasks of Homeland Security: Socio-Economic and Socio-Ecological Crisis Control Tools 57 Yuriy V. Kostyuchenko, Maxim Yuschenko and Ivan Kopachevsky 3.1 Introduction 57 -- 3.1.1 Case Study: The Conflict 59 -- 3.2 Methodological Notes: Approach to Data Analysis 62 -- 3.2.1 Big Data Classification Approach 64
  • 3.2.2 Multisource Data Regularization and Optimization Approach 66 -- 3.3 Population Dynamics Assessment in the Crisis Area Using Multisource Data 68 -- 3.3.1 Population Assessment in Rural Areas 69 -- 3.3.2 Population Assessment in Urban Areas 70 -- 3.3.3 Satellite Observations and Data Integration Approach 71 -- 3.4 Assessment of the Economic Dynamics in the Crisis Area Using Multisource Data 74 -- 3.4.1 Analysis of Land-Use Structure Change: Markov's Chains Modeling of Satellite Data 74 -- 3.4.2 Satellite Data for Analysis of Land-Use Efficiency and Crop Structure Dynamics 78 -- 3.4.3 Data Integration Algorithm and Satellite Based Approach to Economic Activity Variations 79 -- 3.5 Assessment of Number and Dynamics of Illegal Armed Groups Using Big Data 81 -- 3.6 Assessment of Combatant and Non-Combatant Losses Using Multisource Data 84 -- 3.7 On the Model of Population Dynamics under the Conflict 87 -- 3.8 Concluding Remarks 92 -- References 95 -- 4 Modeling and Performance Evaluation of Computational DoS Attack on an Access Point in Wireless LANs 101 Rajeev Singh and Teek Parval Sharma 4.1 Introduction 102 -- 4.2 Review of Key Hiding Communication (KHC) Scheme 104 -- 4.3 Network Model 105 -- 4.3.1 Simulation Topology 106 -- 4.3.2 Simulation Parameters 107 -- 4.3.3 Performance Evaluation Metrics 108 -- 4.4 Results and Discussion 108 -- 4.5 Conclusion 116 -- References 117 -- 5 Development of Computation Algorithm and Ranking Methods for Decision-Making under Uncertainty 121 Alexander V. Bochkov and Nikolay N. Zhigirev 5.1 Trough-Ranking Method for a Regulate Lists Objects of Different Types by Partial Expert Comparisons 123 -- 5.1.1 Literature Review 123 -- 5.1.2 Algorithm Description 124 -- 5.1.3 Case Study 131 -- 5.2 The Analytic Hierarchy Process Modification for Decision Making under Uncertainty 141 -- 5.2.1 Introduction 141 -- 5.2.2 Literature Review 142 -- 5.2.3 Problem Statement 143 -- 5.2.4 Methodology Description 144 -- 5.2.5 Case Study 147 -- 5.3 Conclusion 151
  • References 152 -- 6 Understanding Time Delay Based Modeling and Diffusion of Technological Products 155 Mohini Agarwal, Adarsh Anand, Deepti Aggrawal and Rubina Mittal 6.1 Introduction 155 -- 6.2 Research Methodology 157 -- 6.2.1 Notations 157 -- 6.3 Research Results and Findings 160 -- 6.4 Discussion 161 -- 6.5 Conclusion 162 -- References 162 -- 7 Role of Soft Computing in Science and Engineering 165 Preeti, Lata Nautiyal and Mangey Ram 7.1 Introduction 165 -- 7.1.1 Why Soft Computing Approach? 167 -- 7.2 Soft Computing Techniques 168 -- 7.2.1 Machine Learning 169 -- 7.2.1.1 Notation of dataset 170 -- 7.2.1.2 Training data and test data 170 -- 7.2.1.3 Relationships with other disciplines 170 -- 7.2.1.4 Basic concepts and ideals of machine learning 171 -- 7.2.1.5 The categorization of machine learning algorithms 171 -- 7.2.2 Fuzzy Logic 172 -- 7.2.3 Evolutionary Algorithms 172 -- 7.2.3.1 Implementation 173 -- 7.2.3.2 Types 173 -- 7.2.4 Genetic Algorithms 173 -- 7.2.4.1 Initialization 174 -- 7.2.4.2 Selection 174 -- 7.2.4.3 Genetic operators 174 -- 7.2.4.4 Termination 175 -- 7.2.5 Bayesian Network 175 -- 7.2.6 Neural Network 175 -- 7.2.7 Particle Swarm Optimization 176 -- 7.3 Applications 177 -- 7.4 Conclusion 180 -- References 180 -- 8 Complex System Reliability Analysis and Optimization 185 Anuj Kumar, Sangeeta Pant and Mangey Ram 8.1 Introduction 185 -- 8.1.1 Reliability Measuring Parameters 186 -- 8.1.2 Stochastic Processes 187 -- 8.1.3 Copula Method 187 -- 8.1.4 Reliability Optimization 188 -- 8.2 Review of Literature 189 -- 8.3 Material and Methods 190 -- 8.3.1 Supplementary Variable Technique 190 -- 8.3.2 Birth-Death Processes 191 -- 8.3.3 Multi-objective Particle Swarm Optimization 192 -- 8.3.4 Mathematical Model and Reliability Block Diagram 193 -- 8.3.4.1 Complex bridge system 193 -- 8.4 Results and Discussion 193 -- 8.5 Conclusion and Summary 195 -- References 196 -- 9 Tree Growth Models in Forest Ecosystem Modeling - A Tool for Development of Tree Ring Width Chronology and Climate Reconstruction 201 Rajesh Joshi and Rupesh Dhyani 9.1 Introduction 202
  • 9.1.1 Notion of Ecosystem Modeling 202 -- 9.1.1.1 Growth and yield models 204 -- 9.1.1.2 Succession models 205 -- 9.1.1.3 Biogeochemical-mechanistic models 206 -- 9.1.1.4 Hybrid models 206 -- 9.2 Tree Growth Models 207 -- 9.2.1 General Linear Aggregate Model 207 -- 9.2.2 Growth Curve for Detrending Tree Growth Time Series 208 -- 9.3 Deterministic Curves 208 -- 9.3.1 Negative Exponential Curve 208 -- 9.3.2 Linear Regression Curve 209 -- 9.3.3 Hugershoff Growth Curve 209 -- 9.4 Stochastic Curves 210 -- 9.4.1 The Smoothing Spline Curve 210 -- 9.4.2 Friedman's Super Smoother 210 -- 9.5 Empirical Curves 211 -- 9.5.1 Regional Curve Standardization Method 211 -- 9.6 Application of Tree Ring Growth Models - An Example from A Case Study 212 -- 9.7 Conclusion 214 -- References 215 -- Index 219 -- About the Editors 221
Control code
9218883
Dimensions
unknown
Extent
1 PDF (xxvi, 222 pages)
Form of item
online
Governing access note
Restricted to subscribers or individual electronic text purchasers
Isbn
9788793609334
Media category
electronic
Media MARC source
isbdmedia
Other physical details
illustrations .
Specific material designation
remote
System control number
  • (CaBNVSL)mat09218883
  • (IDAMS)0b0000648d19a237
System details
Mode of access: World Wide Web

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