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Management Science: The Art of Modeling With Spreadsheets,9781118582695
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Management Science: The Art of Modeling With Spreadsheets

by ;
Edition:
4th
ISBN13:

9781118582695

ISBN10:
1118582691
Format:
Paperback
Pub. Date:
10/7/2013
Publisher(s):
John Wiley & Sons Inc
List Price: $225.80

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Summary

Management Science provides students and business analysts with the technical knowledge and skill needed to develop real expertise in business modeling. The authors cover spreadsheet engineering, management science, and the modeling craft. The text is designed to improve modeling efficiency and modeling effectiveness by focusing on the most important tasks and tools.

Table of Contents

CHAPTER 1 INTRODUCTION 1

CHAPTER 2 MODELING IN A PROBLEM-SOLVING FRAMEWORK 15

CHAPTER 3 SPREADSHEET ENGINEERING 49

CHAPTER 4 ANALYSIS USING SPREADSHEETS 71

CHAPTER 5 DATA EXPLORATION AND PREPARATION 89

CHAPTER 6 CLASSIFICATION AND PREDICTION METHODS 117

CHAPTER 7 SHORT-TERM FORECASTING 167

CHAPTER 8 NONLINEAR OPTIMIZATION 187

CHAPTER 9 LINEAR OPTIMIZATION 219

CHAPTER 10 OPTIMIZATION OF NETWORK MODELS 257

CHAPTER 11 INTEGER OPTIMIZATION 289

CHAPTER 12 OPTIMIZATION OF NONSMOOTH MODELS 315

CHAPTER 13 DECISION ANALYSIS 337

CHAPTER 14 MONTE CARLO SIMULATION 363

CHAPTER 15 OPTIMIZATION IN SIMULATION 415

MODELING CASES 443

APPENDICES

APPENDIX 1 459

APPENDIX 2 487

APPENDIX 3 495



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