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Table of Contents

Cover

Title Page

Copyright

Foreword

Introduction

6  PART 1: Network Variety and Modeling 1 Network Typology 1.1. Introduction 1.2. The principal networks 1.3. Characterization and typology of networks 1.4. Engineering issues 1.5. Performance indicators, evaluation, optimization 1.6. Conclusion 2 Modeling Discrete Flow Networks 2.1. Introduction 2.2. Structure 2.3. Characterization of a discrete flow 2.4. Activities 2.5. Control system 2.6. Resources 2.7. Fluid kinematics 2.8. Formalisms for modeling flows in a network 2.9. Multi-modeling 2.10. Conclusion

7  PART 2: Network Analysis Methods and Applications 3 Exact Methods Applied to the Flow Analysis of Topological Networks 3.1. Introduction 3.2. Additive flow networks – deterministic modeling by flow networks 3.3. Additive flow networks – stochastic modeling by queuing networks 3.4. Synchronized flow networks – modeling by timed event graphs 3.5. Conclusion 4 Simulation Techniques Applied to the Analysis of Sociological Networks 4.1. Introduction 4.2. Simulation techniques 4.3. Simulation of flows in sociological networks 4.4. Conclusion

8  PART 3: Case Studies 5 Smart Grid 5.1. Summary of the study 5.2. Demand profile 5.3. Solar power station, fuel station and regional import 5.4. Hydroelectric power station and PHES 5.5. Operational issues 5.6. Model 5.7. Optimization results 6 Forestry Logistics 6.1. Summary of the study 6.2. Forest timber supply problem 6.3. Tactical planning model 6.4. Logistics benchmarking 6.5. Conclusion 7 Multi-layered Digital Social Networks 7.1. Summary of the study 7.2. Digital social networks 7.3. Studying digital social networks via an interview broadcast 7.4. Modeling and simulation 7.5. Simulation results 7.6. Conclusion and perspectives

References

10  Index

11  End User License Agreement

List of Tables

1 IntroductionTable I.1. Required reading

2 Chapter 1Table 1.1. Typology of material flow networks. For a color version of this table...Table 1.2. Typology of information flow networks. Fora color version of this tab...Table 1.3. Network engineering issues. For a color version of this table, see ww...

3 Chapter 2Table 2.1. Classes of discrete flow networksTable 2.2. Distribution function of the random variable δ (exponential model)Table 2.3. Activities implemented in discrete flow networksTable 2.4. Referencing a flow entity (general description)Table 2.5. Network resourcesTable 2.6. Special features of the model shown in Figure 2.8Table 2.7. Network modeling formalisms and their limitationsTable 2.8. Diffusion modes of an element circulating in a multi-layer network

4 Chapter 3Table 3.1. State and event graphs (Petri net formalism). For a color version of ...Table 3.2. Capacities of cuts for graph Table 3.3. Performance indicators based on the arrival rate λ (λ < λM)Table 3.4. Description of elementary circuits

5 Chapter 4Table 4.1. Algorithm for the rootTable 4.2. Algorithm for a simulator (in charge of an atomic model)Table 4.3. Algorithm for a coordinator (coupled model)

6 Chapter 5Table 5.1. Data sheet. Case study: Smart Grid

7 Chapter 6Table 6.1. Data sheet. Case study: forestry logistics

8 Chapter 7Table 7.1. Data sheet. Case study: digital multi-layered social networks

List of Illustrations

1 Chapter 1Figure 1.1. Ways of including users in a network. For a color version of this fi...Figure 1.2. Example of ILP. For a color version of this figure, see www.iste.co....Figure 1.3. Example of a quadratic program. For a color version of this figure, ...

2 Chapter2 Figure 2.1. Closed network versus open network. For a color version of this figu...Figure 2.2. Observation of a discrete flow in a pathway. For a color version of ...Figure 2.3. Birth and death of flow entities within the network. For a color ver...Figure 2.4. Controlling an activity. For a color version of this figure, see www...Figure 2.5. Synchronization of a transformation activity. Petri net modeling. Fo...Figure 2.6. Convergence/divergence in the AND-type model. For a color version of...Figure 2.7. Convergence/divergence in the OR-type model. For a color version of ...Figure 2.8. Synchronization of a multi-capacity resource. For a color version of...Figure 2.9. Linear resource association. For a color version of this figure, see...Figure 2.10. Flow networks. Combinations of edges in series and in parallel. For...Figure 2.11. Modeling an active resource with a Markovian station. For a color v...Figure 2.12. Metamodel (in UML) of a multiple modelFigure 2.13. A dynamic system and its environmentFigure 2.14. Coupled model and its hierarchical structureFigure 2.15. Example of a three-layered social network. For a color version of t...

3 Chapter 3Figure 3.1. The problem of maximum flow in an additive flow network. For a color...Figure 3.2. Two-terminal series–parallel graph with maximum flow. For a color ve...Figure 3.3. Maximum flow, load rate, capacity balancing. For a color version of ...Figure 3.4. Determination of the maximum flow by searching for minimum cuts. For...Figure 3.5. Example of a Jackson networkFigure 3.6. Timed event graph without external conditionsFigure 3.7. Steady state in a timed event graph with no external conditions. For...Figure 3.8. Flow-shop workshop. For a color version of this figure, see www.iste...Figure 3.9. Flow-shop model using a timed event graph. For a color version of th...Figure 3.10. Average flow-shop production frequency according to the number of p...

4 Chapter 4Figure 4.1. Modeling paradigms for simulation. For a color version of this figur...Figure 4.2. DEVS model dynamicsFigure 4.3. DEVS model hierarchy and simulation protocolFigure 4.4. Coupling simulation/resolutive method diagramFigure 4.5. Implementation of coupling simulation /resolving methodsFigure 4.6. Two-federated high-level architecture. For a color version of this f...Figure 4.7. FMU structure and components. For a color version of this figure, se...Figure 4.8. Example of HLA and FMI/FMU coupling (Gorecki et al. 2020). For a col...Figure 4.9. DEVS model of reception/integration/distribution of an agent (Bouana...Figure 4.10. MSN from the professional network. For a color version of this figu...Figure 4.11. Distributed simulation of MSN (HLA architecture). For a color versi...

5 Chapter 5Figure 5.1. Hourly demand and capacities. For a color version of this figure, se...Figure 5.2. Smart Grid flow chart. For a color version of this figure, see www.i...Figure 5.3. a) Optimized energy mix; b) regulation of the final level of the dam...

6 Chapter 6Figure 6.1. AS IS scenario: demand and inventory status at the start of the week...Figure 6.2. Aggregate transport capacity. For a color version of this figure, se...Figure 6.3. Performance indicators. For a color version of this figure, see www....Figure 6.4. Load rate of transport resources. For a color version of this figure...Figure 6.5. Material supply flows. For a color version of this figure, see www.i...

7 Chapter 7Figure 7.1. BPMN conversation diagram between the pre-interview social network a...Figure 7.2. Diagram showing BPMN collaboration for interview production/broadcas...Figure 7.3. Actor-based agent modeling and simulation. For a color version of th...Figure 7.4. Multi-layer simulation network. For a color version of this figure, ...

Guide

Cover

Table of Contents

Title Page

Copyright

Foreword

Introduction

Begin Reading

References

Index

10  End User License Agreement

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From Logistic Networks to Social Networks

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