Engineering Simulations as Scientific Instruments: A Pattern Language: With Kieran Alden, Paul S. Andrews, James L. Bown, Alastair Droop, Richard B. ... T. Sampson, Jon Timmis, Alan F.T. Winfield
暫譯: 工程模擬作為科學儀器:一種模式語言:與 Kieran Alden、Paul S. Andrews、James L. Bown、Alastair Droop、Richard B. ... T. Sampson、Jon Timmis、Alan F.T. Winfield 合著
Susan Stepney, Fiona A.C. Polack
- 出版商: Springer
- 出版日期: 2018-11-12
- 售價: $6,400
- 貴賓價: 9.5 折 $6,080
- 語言: 英文
- 頁數: 355
- 裝訂: Hardcover
- ISBN: 3030019373
- ISBN-13: 9783030019372
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商品描述
This book describes CoSMoS (Complex Systems Modelling and Simulation), a pattern-based approach to engineering trustworthy simulations that are both scientifically useful to the researcher and scientifically credible to third parties. This approach emphasises three key aspects to this development of a simulation as a scientific instrument: the use of explicit models to capture the scientific domain, the engineered simulation platform, and the experimental results of running simulations; the use of arguments to provide evidence that the scientific instrument is fit for purpose; and the close co-working of domain scientists and simulation software engineers.
In Part I the authors provide a managerial overview: the rationale for and benefits of using the CoSMoS approach, and a small worked example to demonstrate it in action. Part II is a catalogue of the core patterns. Part III lists more specific “helper” patterns, showing possible routes to a simulation. Finally Part IV documents CellBranch, a substantial case study developed using the CoSMoS approach.
商品描述(中文翻譯)
本書描述了 CoSMoS(複雜系統建模與模擬),這是一種基於模式的方法,用於工程可信的模擬,這些模擬對研究人員具有科學上的實用性,並且對第三方具有科學上的可信度。這種方法強調了模擬作為科學工具開發的三個關鍵方面:使用明確的模型來捕捉科學領域、工程化的模擬平台,以及運行模擬的實驗結果;使用論據來提供證據,證明該科學工具適合其目的;以及領域科學家與模擬軟體工程師之間的密切合作。
在第一部分中,作者提供了管理概述:使用 CoSMoS 方法的理由和好處,以及一個小型的實作範例來展示其運作。第二部分是核心模式的目錄。第三部分列出了更具體的「輔助」模式,顯示通往模擬的可能路徑。最後,第四部分記錄了 CellBranch,這是一個使用 CoSMoS 方法開發的重大案例研究。