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· 분류 : 외국도서 > 경제경영 > 관리
· ISBN : 9781265040055
· 쪽수 : 742쪽
· 출판일 : 2022-12-06
목차
PART I. THE ESSENCE OF MANAGEMENT SCIENCE AND BUSINESS ANALYTICS
1. Introduction
2. Overview of the analysis Process
PART II. MODELS FOR PREDICTIVE ANALYTICS
3. Classification and Prediction Models for Predictive Analytics
4. Predictive Analytics Based on Traditional Forecasting Methods
PART III. USING LINEAR PROGRAMMING TO PERFORM PRESCRIPTIVE ANALYTICS
5. Linear Programming: Basic Concepts
6. Linear Programming: Formulation and Applications
7. The Art of Modeling with Spreadsheets
8. What-If Analysis for Linear Programming
9. Network Optimization Problems
PART IV. USING INTEGER OR NONLINEAR PROGRAMMING TO PERFORM PRESCRIPTIVE ANALYTICS
10. Integer Programming
11. Nonlinear Programming
PART V. TRADITIONAL UNCERTAINTY MODELS FOR PERFORMING PREDICTIVE OR PRESCRIPTIVE ANALYTICS
12. Decision Analysis
13. Queueing Models
14. Computer Simulation: Basic Concepts
15. Computer Simulation with Analytic Solver
Appendixes
A. Tips for Using Microsoft Excel for Modeling
B. Partial Answers to Selected Problems