Del i serien International Series in Operations Research & Management Science

Foundations and Methods of Stochastic Simulation

A First Course

Inbunden, Engelska, 2021

AvBarry L. Nelson,Linda Pei

1 859 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt för medlemmar vid köp för minst 249 kr.

Finns i fler format (1)

Häftad

889 kr

Skickas

This graduate-level textbook covers modelling, programming and analysis of stochastic computer simulation experiments, including the mathematical and statistical foundations of simulation and why it works. The book is rigorous and complete, but concise and accessible, providing all necessary background material. Object-oriented programming of simulations is illustrated in Python, while the majority of the book is programming language independent. In addition to covering the foundations of simulation and simulation programming for applications, the text prepares readers to use simulation in their research. A solutions manual for end-of-chapter exercises is available for instructors.

Produktinformation

Utgivningsdatum2021-11-11
Mått155 x 235 x 24 mm
Vikt664 g
FormatInbunden
SpråkEngelska
SerieInternational Series in Operations Research & Management Science
Antal sidor313
Upplaga2
FörlagSpringer Nature Switzerland AG
ISBN9783030861933

Tillhör följande kategorier

Barry L. Nelson is the Walter P. Murphy Professor in the Department of Industrial Engineering and Management Sciences at Northwestern University, US. His research expertise is in the design and analysis of computer simulation experiments on models of stochastic systems, focusing particularly on statistical efficiency and simulation optimization. His application domains include computer-performance modelling, manufacturing systems, financial engineering and transportation. He is a Fellow of INFORMS and IISE. Linda Pei is a senior Ph.D. student in the Department of Industrial Engineering and Management Sciences at Northwestern University, US. Her research interests are simulation optimization and data science. She designed and developed Python programs for large-scale parallel simulation optimization and was named the Outstanding Teaching Assistant in the department.

Chapter 1: Why Do We Simulate.- Chapter 2: Simulation Programming: Quick Start.- Chapter 3: Examples.- Chapter 4: Simulation Programming with PythonSim.- Chapter 5: Three Views of Simulation.- Chapter 6: Simulation Input.- Chapter 7: Simulation Output.- Chapter 8: Experiment Design and Analysis.- Chapter 9: Simulation Optimization and Sensitivity.- Chapter 10: Simulation for Research.- References.- Index.

Mer från samma författare

Del 13

Handbooks in Operations Research and Management Science: Simulation

Shane G. Henderson, Barry L. Nelson

Inbunden, 2006

3 619 kr

Stochastic Modeling

Barry L Nelson, Pol D. Spanos

Häftad, 2010

329 kr

Mer från samma serie

Inventory Control

Sven Axsäter

Häftad, 2016

1 479 kr

Tutorials on Emerging Methodologies and Applications in Operations Research

Harvey J. Greenberg

Inbunden, 2004

1 479 kr

Del 77

Uncertainty in the Electric Power Industry

Christoph Weber

Inbunden, 2004

2 149 kr

Real-Time Management of Resource Allocation Systems

Spyros A. Reveliotis

Inbunden, 2004

2 149 kr

Del 62

Practice of Supply Chain Management: Where Theory and Application Converge

Terry P. Harrison, Hau L. Lee, John J. Neale

Häftad, 2005

1 629 kr

Del 68

Theory and Practice of Revenue Management

Kalyan T. Talluri, Garrett J. van Ryzin

Häftad, 2005

6 619 kr

Quantitative Health Risk Analysis Methods

Louis Anthony Cox Jr.

Inbunden, 2005

1 479 kr

Del 84

Nonlinear Integer Programming

Duan Li, Xiaoling Sun

Inbunden, 2006

2 009 kr

Soft Computing for Complex Multiple Criteria Decision Making

Ignacy Kaliszewski

Inbunden, 2006

1 479 kr

Del 86

Evaluation and Decision Models with Multiple Criteria

Denis Bouyssou, Thierry Marchant, Marc Pirlot, Alexis Tsoukias, Philippe Vincke

Inbunden, 2006

1 479 kr

Du kanske också är intresserad av