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Bite-Sized Operations Management

eBook - Synthesis Lectures on Operations Research and Applications

Erschienen am 29.09.2021
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Bibliografische Daten
ISBN/EAN: 9781636392325
Sprache: Englisch
Umfang: 193 S.
Auflage: 1. Auflage 2021
E-Book
Format: PDF
DRM: Adobe DRM

Beschreibung

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.

Inhalt

List of FiguresList of TablesPrefaceAcknowledgmentsIntroduction to Operations MannagementFundamentals of Uncertainty AnalysisIntuition About ProbabilityDiscrete Probability DistributionsContinuous Probability DistributionsFunctions of a Random VariableFundamentals of OptimizationBasic Inventory ManagementInventory Management with Uncertain DemandIntroduction to Linear ProgrammingThe Transportation ProblemAssigning Students to SeminarsAnalytic Location ModelingMinimizing the Average Distance to a FacilityA Facility Location TradeoffFundamentals of Queueing TheoryA Single-Server QueueA More General Single-Server Queue and The Impact of Variability on Queueing PerformanceA Simple Multi-Server QueueSolving Queueing Equations Numerically and Simulating the Performance of a QueueDecision TheorySummary, Where to Next, and Final ThoughtsIndexAuthor's Biography

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