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Contemporary Issues in Systems Science and Engineering

Aus der Reihe IEEE Series on Systems Science and Engineering

189,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

20.04.2015

Herausgeber

Han-Xiong Li + weitere

Verlag

John Wiley & Sons

Seitenzahl

896

Maße (L/B/H)

24/16,1/5,2 cm

Gewicht

1481 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-118-27186-5

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

20.04.2015

Herausgeber

Verlag

John Wiley & Sons

Seitenzahl

896

Maße (L/B/H)

24/16,1/5,2 cm

Gewicht

1481 g

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-118-27186-5

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: gpsr@libri.de

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  • Produktbild: Contemporary Issues in Systems Science and Engineering
  • Produktbild: Contemporary Issues in Systems Science and Engineering
  • CONTRIBUTORS xxiii
     
    PREFACE xxix
     
    I SYSTEMS SCIENCE AND ENGINEERING METHODOLOGIES 1
     
    1 A SYSTEMS FRAMEWORK FOR SUSTAINABILITY 3
    Ali G. Hessami, Feng Hsu, and Hamid Jahankhani
     
    1.1 Introduction 3
     
    1.2 A Unified Systems Sustainability Concept 5
     
    1.3 Sustainability Assurance: The Framework 6
     
    1.4 Technological Sustainability Case Study--Information Systems Security 13
     
    1.5 Conclusions 17
     
    2 SYSTEM OF SYSTEMS THINKING IN POLICY DEVELOPMENT: CHALLENGES AND OPPORTUNITIES 21
    Keith W. Hipel, Liping Fang, and Michele Bristow
     
    2.1 Introduction 21
     
    2.3 Complex Adaptive Systems 32
     
    2.4 Risk, Uncertainty, and Unpredictability 37
     
    2.5 System of Systems Modeling and Policy Development 42
     
    2.6 Conclusions 58
     
    3 SYSTEMIC YOYOS: AN INTUITION AND PLAYGROUND FOR GENERAL SYSTEMS RESEARCH 71
    Yi Lin, Yi Dongyun, and Zaiwu Gong
     
    3.1 Introduction 71
     
    3.2 Theoretical and Empirical Justifications 81
     
    3.3 Elementary Properties of Yoyo Fields 91
     
    3.4 Applications in Social Sciences 102
     
    3.5 Applications in Economics 113
     
    3.6 Applications in the Foundations of Mathematics 127
     
    3.7 Applications in Extreme Weather Forecast 137
     
    3.8 Conclusions 143
     
    4 GREY SYSTEM: THINKING, METHODS, AND MODELS WITH APPLICATIONS 153
    Sifeng Liu, Jeffrey Y.L. Forrest, and Yingjie Yang
     
    4.1 Introduction 153
     
    4.2 Sequence Operators 157
     
    4.3 Grey Incidence Analysis 163
     
    4.4 Grey Cluster Evaluation Models 168
     
    4.5 Grey Prediction Models 176
     
    4.6 Grey Models for Decision-Making 193
     
    4.7 Practical Applications 202
     
    4.8 Introduction to the Software of Grey System Modeling 211
     
    5 BUILDING RESILIENCE: NAVAL EXPEDITIONARY COMMAND AND CONTROL 225
    Christopher Nemeth, Thomas Miller, Michael Polidoro, and C. Matthew O'Connor
     
    5.1 Introduction 225
     
    5.2 Expeditionary Operations Command and Control 226
     
    5.3.1 Envisioned World Problem 229
     
    5.4 Discussion 232
     
    5.5 Future Work 236
     
    5.6 Conclusions 237
     
    II LEARNING AND CONTROL 241
     
    6 ADVANCES AND CHALLENGES ON INTELLIGENT LEARNING IN CONTROL SYSTEMS 243
    Ching-Chih Tsai, Kao-Shing Hwang, Alan Liu, and Chia-Feng Juang
     
    6.1 Introduction 243
     
    6.2 Reinforcement Learning 245
     
    6.3 Bio-Inspired Evolutionary Learning Control 252
     
    6.4 Intelligent Learning Control Using Fuzzy Neural Networks 254
     
    6.5 Case-Based Reasoning and Learning 257
     
    6.6 Conclusions 260
     
    7 ADAPTIVE CLASSIFIERS FOR NONSTATIONARY ENVIRONMENTS 265
    Cesare Alippi, Giacomo Boracchi, Manuel Roveri, Gregory Ditzler, and Robi Polikar
     
    7.1 Introduction 265
     
    7.2 Definition of the Problem 266
     
    7.3 Learning Concept Drifts 268
     
    7.4 Change Detection 272
     
    7.5 Assessing the Performance: Figures of Merit 278
     
    7.6 Conclusions 282
     
    8 MODELING, ANALYSIS, SCHEDULING, AND CONTROL OF CLUSTER TOOLS IN SEMICONDUCTOR FABRICATION 289
    Nai Qi Wu, Mengchu Zhou, Feng Chu, and Sayd Mammar
     
    8.1 Introduction 289
     
    8.2 Cluster Tools and Their Operations 290
     
    8.3 Modeling and Performance Evaluation 295
     
    8.4 Single Cluster Tool Scheduling 302
     
    8.5 Scheduling of Multi-cluster Tools 308
     
    8.6 Conclusions 311
     
    9 DESIGN, SIMULATION, AND DYNAMIC CONTROL OF LARGE-SCALE MANUFACTURING PROCESS WITH DIFFERENT FORMS OF UNCERTAINTIES 317
    Hyunsoo Lee and Amarnath Banerjee
     
    9.1 Introduction 317
     
    9.2 Background and Literature Review 322
     
    9.3 Different