Details

Title: Simulation modeling and analysis with ARENA
Creators: Altiok Tayfur; Melamed Benjamin
Imprint: Amsterdam [etc.]: Elsevier Ltd. (Academic Press), 2007
Collection: Электронные книги зарубежных издательств; Общая коллекция
Subjects: Монте-Карло метод; Математическое моделирование; Компьютерное моделирование
UDC: 519.245; 004.94
Document type: Other
File type: Other
Language: English
Rights: Доступ из локальной сети ФБ СПбПУ (чтение, печать, копирование)
Record key: RU\SPSTU\edoc\52715

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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. 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.

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