Simulation Modeling and Analysis with ARENA
- Tayfur Altiok
- Benjamin Melamed
Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment.â It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings.
Junior and Senior undergraduate students taking required courses in âSimulation,â and related courses in âSimulation and Modeling,â and âModeling and Analysis,â often mandated for majors in Industrial and Mechanical engineering programs, as well as offered for students in other engineering disciplines, including civil, electrical, and chemical engineering, among others. Graduate students in business programs taking courses in industrial management, and related areas in quality control, modeling of complex systems.