Introduction to Management Science ISE
Introduction to Management Science ISE by Frederick S. Hillier, Mark S. Hillier
English | January 1, 2022 | ISBN: 1265040052 | 768 pages | PDF | 28 Mb
English | January 1, 2022 | ISBN: 1265040052 | 768 pages | PDF | 28 Mb
PART 1 The Essence of Management Science and Business Analytics
1 Introduction
2 Overview of the Analysis Process
PART 2 Models for Predictive Analytics
3 Classification and Prediction Models for Predictive Analytics
4 Predictive Analytics Based on Traditional Forecasting Methods
PART 3 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 4 Using Integer or Nonlinear Programming to Perform Prescriptive Analytics
10 Integer Programming
11 Nonlinear Programming
PART 5 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
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