كتاب Production Planning in Production Networks

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Production Planning in Production Networks - Models for Medium and Short-term Planning

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1 Introduction and Literature Overview1
11 Introduction 1
12 Production Planning in High-tech, High-volume Industry2
13 Strategic and Tactical Level 2
14 Operational Models: Optimization and Decision Support5
141 Mathematical Approach 7
142 Queuing and Stochastic Approaches 8
143 Heuristics and Simulation-based Approaches 8
15 Motivation 9
16 Book Outline 10
17 References 10
2 Game Theory: an Overview13
21 Introduction 13
22 Game Setup 14
23 Non-cooperative Static Games 15
24 Existence of Equilibrium16
25 Multiple Equilibria 17
26 Dynamic Games 17
27 Simultaneous Moves: Repeated and Stochastic Games 18
28 Cooperative Games 18
29 N-Person Cooperative Games 19
210 Characteristic Function and Imputation 20
211 Shapley Value 21
212 The Bargaining Game Model 22
213 References 23
3 Negotiation: an Overview25
31 Introduction 25
32 Negotiation and Rational Self-interested Agents 28
33 Negotiation Models 29
viii Contents
34 Underlying Principle for Electronic Negotiation30
35 Electronic Negotiation Protocols31
36 Characteristics that Differentiate Negotiations Protocols31
37 Modelling Approaches and Solution Concepts 32
371 Decision Theory 33
372 Game Theory34
373 Negotiation Analysis 34
38 Strategic Negotiation35
39 Negotiation Strategies 35
310 References 36
4 Multiple-agent Systems: an Overview41
41 Introduction 41
42 Applications 42
43 Challenging Issues43
44 Individual Agent Reasoning 44
45 Observable Worlds 45
46 Stochastic Transitions and Utilities 45
47 Distributed Decision Making 47
48 Recognising and Resolving Conflicts48
49 Communicating Agents48
410 References 49
5 Distributed Production Planning in Reconfigurable Production
Networks 51
51 Introduction 51
52 Production Planning in DPS52
521 Context of the Semiconductor Industry52
522 PP in the Considered Industrial Case 54
523 IDEF0 Architecture 55
524 Agent Architecture 55
53 Top PP Level57
54 High PP Level 57
55 Medium PP Level58
56 Low PP Level58
57 Shop-floor PP Level59
58 References 60
6 Distributed Models for Planning Capacity of Reconfigurable Production
Networks at Medium Term63
61 Introduction 63
62 Initial State 63
63 The Centralised Model 64
64 The Negotiation Model 65
65 The Game-theoretical Model66
651 Case 1: Characteristic Function hij
> 067
652 Case 2: Characteristic Function hij
< 067
Contents ix
653 The Bargaining Solution70
66 Simulation Case Study 71
661 The Simulation Environment71
662 Simulation Case Study 74
67 Results 74
671 Two-way Analysis of Variance 75
672 Design of Experiment (DoE)88
68 References95
7 Distributed Models for Plant Capacity Allocation97
71 Introduction 97
72 Initial State 97
73 The Centralised Model 98
74 The Negotiation Model 99
741 Generative Function 99
742 Reactive Function99
75 The Game -theoretical Model100
76 The Simulation 101
761 The Simulation Environment101
762 The Simulation Case Study 104
77 Results 105
771 Efficiency Performance Analysis: Two-way ANOVA 105
772 Efficiency Performance Analysis: DoE115
773 Distance Performance Analysis: Two-way ANOVA 121
774 Distance Performance Analysis:DoE 130
775 Number of Reconfigurations Performance Analysis: Two-way
ANOVA 136
776 Number of Reconfigurations Performance Analysis: DoE147
777 Absolute Residual Performance Analysis: Two-way ANOVA153
778 Absolute Residual Performance Analysis: DoE 164
8 Distributed Production Planning Models: an Integrated Approach171
81 Introduction 171
82 The Simulation Case Study 172
83 Results 173
831 Efficiency Performance Analysis: Two-way ANOVA 173
832 Efficiency Performance Analysis: DoE182
833 Distance Performance Analysis: Two-way ANOVA 192
834 Distance Performance Analysis: DoE 200
835 Absolute Residual Performance Analysis: Two-ways ANOVA 209
836 Absolute Residual Performance Analysis: DoE 214
84 Conclusions 223
9 Conclusions225
91 Summary 225
92 Major Scientific Contributions of This Book 226
93 Directions for Future Work 227
x Contents
Appendix A: Simulation Results Related to Chapter 6229
Appendix B: Simulation Input Parameters and Results
Related to Chapter 7233
Appendix C: Simulation Input Parameters and Results
Related to Chapter 8247
Index

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