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Bite-Sized Operations Management [Mīkstie vāki]

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This text is an introduction to Operations Management. Three themes are woven throughout the book: 





optimization or trying to do the best we can, managing tradeoffs between conflicting objectives, and dealing with uncertainty.

After a brief introduction, the text reviews the fundamentals of probability including commonly used discrete and continuous distributions and functions of a random variable. The next major section, beginning in Chapter 7, examines optimization. The key fundamentals of optimizationinputs, decision variables, objective(s), and constraintsare introduced. Optimization is applied to linear regression, basic inventory modeling, and the newsvendor problem, which incorporates uncertain demand. Linear programming is then introduced. We show that the newsvendor problem can be cast as a network flow linear programming problem. Linear programming is then applied to the problem of redistributing empty rental vehicles (e.g., bicycles) at the end of a day and the problem of assigning students to seminars. Several chapters deal with location models as examples of both simple optimization problems and integer programming problems. The next major section focuses on queueing theory including single-and multi-server queues. This section also introduces a numerical method for solving for key performance metrics for a common class of queueing problems as well as simulation modeling. Finally, the text ends with a discussion of decision theory that again integrates notions of optimization, tradeoffs, and uncertainty analysis. The text is designed for anyone with a modest mathematical background. As such, it should be readily accessible to engineering students, economics, statistics, and mathematics majors, as well as many business students.
List of Figures
List of Tables
Preface
Acknowledgments
Introduction to Operations Mannagement
Fundamentals of Uncertainty Analysis
Intuition About Probability
Discrete Probability Distributions
Continuous Probability Distributions
Functions of a Random Variable
Fundamentals of Optimization
Basic Inventory Management
Inventory Management with Uncertain Demand
Introduction to Linear Programming
The Transportation Problem
Assigning Students to Seminars
Analytic Location Modeling
Minimizing the Average Distance to a Facility
A Facility Location Tradeoff
Fundamentals of Queueing Theory
A Single-Server Queue
A More General Single-Server Queue and The Impact of Variability on Queueing
Performance
A Simple Multi-Server Queue
Solving Queueing Equations Numerically and Simulating the Performance of a
Queue
Decision Theory
Summary, Where to Next, and Final Thoughts
Index
Author's Biography