Now in its fourth edition, Powell and Baker’s Management Science: The Art of Modeling with Spreadsheets, 4th Editionprovides students and business analysts with the technical knowledge and skill needed to develop real expertise in business modeling. In this book, the authors cover spreadsheet engineering, management science, and the modeling craft. Management Science, 4th Edition 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.
頁數:544
版次:第4版
年份:2014年
規格:平裝/雙色
ISBN:9781118582695
CHAPTER 1 INTRODUCTION
CHAPTER 2 MODELING IN A PROBLEM-SOLVING FRAMEWORK
CHAPTER 3 SPREADSHEET ENGINEERING
CHAPTER 4 ANALYSIS USING SPREADSHEETS
CHAPTER 5 DATA EXPLORATION AND PREPARATION
CHAPTER 6 CLASSIFICATION AND PREDICTION METHODS
CHAPTER 7 SHORT-TERM FORECASTING
CHAPTER 8 NONLINEAR OPTIMIZATION
CHAPTER 9 LINEAR OPTIMIZATION
CHAPTER 10 OPTIMIZATION OF NETWORK MODELS
CHAPTER 11 INTEGER OPTIMIZATION
CHAPTER 12 OPTIMIZATION OF NONSMOOTH MODELS
CHAPTER 13 DECISION ANALYSIS
CHAPTER 14 MONTE CARLO SIMULATION
CHAPTER 15 OPTIMIZATION IN SIMULATION
MODELING CASES