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Simulation Modeling and Analysis with ARENA (Hardcover)
暫譯: 使用ARENA的模擬建模與分析 (精裝版)

Tayfur Altiok, Benjamin Melamed

  • 出版商: Academic Press
  • 出版日期: 2007-07-06
  • 售價: $1,064
  • 語言: 英文
  • 頁數: 456
  • 裝訂: Hardcover
  • ISBN: 0123705231
  • ISBN-13: 9780123705235
  • 下單後立即進貨 (約5~7天)

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商品描述

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.

· Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems
· Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems
· Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling
* Ample end-of-chapter problems and full Solutions Manual
* Includes CD with sample ARENA modeling programs

商品描述(中文翻譯)

《使用 Arena 進行模擬建模與分析》是一本易讀的教科書,介紹了蒙地卡羅(Monte Carlo)離散事件模擬方法的基本要素,並在流行的 Arena 模擬環境中進行探討。它將模擬建模視為一個體外實驗室,幫助理解複雜系統並進行假設情境的實驗,以估算其性能指標。該書包含有關模擬建模方法論和離散事件系統基礎的章節,以及相關的概率、統計、隨機過程、輸入分析、模型驗證和輸出分析。所有與模擬相關的概念都通過大量 Arena 的範例進行說明,涵蓋生產線、製造和庫存系統、交通系統以及網絡環境中的計算機信息系統。

· 介紹離散事件蒙地卡羅模擬的概念,這是建模和分析複雜系統最常用的方法論
· 涵蓋流行的動畫模擬語言 ARENA 的基本運作,包括設置、設計參數、輸入數據和輸出分析,以及從生產線到交通系統的各種範例模型應用
· 回顧與模擬建模相關的統計、概率和隨機過程的要素
· 提供豐富的章末習題和完整的解答手冊
· 附有包含範例 ARENA 建模程序的 CD