- 作 者：李军，孙彦彬编著
- 出 版 社：广州：华南理工大学出版社
- 出版年份：2007
- ISBN：7562325553
- 标注页数：249 页
- PDF页数：258 页
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CHAPTER 1 INTRODUCTION TO QUANTITATIVE 1
METHODS FOR DECISION MAKING 1
1.1 Quantitative Methods:A Continuing Story of Success 1
1.2 Management Science and Operations Research 2
1.3 The Importance of Studying Quantitative Methods 2
Main words or phrases 3
CHAPTER 2 FORECASTING 5
2.1 Forecasting Using Past Data:Time-series Analysis 5
2.2 Exponential Smoothing 7
2.3 Forecasting Trend Using Regression 11
Main words or phrases 19
CHAPTER 3 INVENTORY MODELS 21
3.1 Introduction 21
3.2 The Economic Order Quantity(EOQ)Model 24
3.3 Optimal Inventory Policy with Backordering 28
3.4 Economic Production Lot-size Model 29
3.5 Single-period Inventory Decisions with Uncertain Factors 32
3.6 Multi-period Inventory Policies with Uncertain Factors 36
Main words or phrases 41
CHAPTER 4 LINEAR PROGRAMMING 43
4.1 Introduction 43
4.2 Formulation of Linear Programming Models 44
4.3 Graphical Solution of Linear Programs 45
4.4 Linear Program in Standard Form 51
4.5 Simplex Method 52
4.6 Use of Artificial Variables 59
Main words or phrases 62
CHAPTER 5 TRANSPORTATION PROBLEMS 63
5.1 A Shipment-Scheduling Case 63
5.2 Getting Started:The Northwest Corner Ruler 64
5.3 Getting Started:The Least Cost Ruler 66
5.4 Getting Started:The Vogel's Approximation Ruler 68
5.5 Solving the Problem:The Simplex Analogy 70
Main words or phrases 76
CHAPTER 6 PROJECT PLANNING WITH PERT 77
6.1 The Basic Concepts of PERT 78
6.2 An Analysis of the PERT Network 83
6.3 Planning and Control Using the PERT Network 89
6.4 Time-Cost Trade-off Evaluations with PERT 94
6.5 Probabilistic PERT Analysis with Three Time Estimates 101
Main words or phrases 103
CHAPTER 7 DECISION MAKING 106
7.1 The Certainty and Uncertainty in Decision Making 106
7.2 The Elements of Decisions 107
7.3 The Bayes Decision Rule 108
7.4 The Decision Tree Analysis 111
7.5 Decision Making Using Experimental Information 117
7.6 Decision Making Using Normal Distribution 124
7.7 Decision Making with Utility 139
Main words or phrases 160
CHAPTER 8 GAMES-INTERACTIVE DECISIONS 164
8.1 Game Theory 164
8.2 Major Game Types and Their Solutions 169
8.3 Some Properties of Zero-Sum Games 175
8.4 Mixed Strategies in Games with no Equilibrium Act Pair 178
8.5 Mixed Strategies in Larger Games 186
8.6 Additional Remarks 189
Main words or phrases 190
CHAPTER 9 DYNAMIC PROGRAMMING 193
9.1 The Stagecoach Problem 194
9.2 Types of Dynamic Programs 198
9.3 The Knapsack Problem 200
9.4 Maximizing System Reliability 206
9.5 Optimizing Multi-period Inventories and Production 208
9.6 Probabilistic Dynamic Programming 211
Main words or phrases 212
CHAPTER 10 RANDOM PROCESSES 213
10.1 Discrete Time Processes 213
10.2 Continuous Time Processes 226
Main words or phrases 243
参考文献 246
教学大纲 247