Research Challenges in Modeling and Simulation for Engineering Complex Systems (Simulation Foundations, Methods and Applications)
暫譯: 工程複雜系統建模與模擬的研究挑戰(模擬基礎、方法與應用)

  • 出版商: Springer
  • 出版日期: 2017-09-01
  • 售價: $4,130
  • 貴賓價: 9.5$3,924
  • 語言: 英文
  • 頁數: 119
  • 裝訂: Hardcover
  • ISBN: 3319585436
  • ISBN-13: 9783319585437
  • 海外代購書籍(需單獨結帳)

商品描述

This illuminating text/reference presents a review of the key aspects of the modeling and simulation (M&S) life cycle, and examines the challenges of M&S in different application areas. The authoritative work offers valuable perspectives on the future of research in M&S, and its role in engineering complex systems.

Topics and features: reviews the challenges of M&S for urban infrastructure, healthcare delivery, automated vehicle manufacturing, deep space missions, and acquisitions enterprise; outlines research issues relating to conceptual modeling, covering the development of explicit and unambiguous models, communication and decision-making, and architecture and services; considers key computational challenges in the execution of simulation models, in order to best exploit emerging computing platforms and technologies; examines efforts to understand and manage uncertainty inherent in M&S processes, and how these can be unified under a consistent theoretical and philosophical foundation; discusses the reuse of models and simulations to accelerate the simulation model development process.

This thought-provoking volume offers important insights for all researchers involved in modeling and simulation across the full spectrum of disciplines and applications, defining a common research agenda to support the entire M&S research community.

商品描述(中文翻譯)

這本啟發性的文本/參考書回顧了建模與模擬(M&S)生命週期的關鍵方面,並探討了M&S在不同應用領域中的挑戰。這部權威作品提供了對M&S研究未來的寶貴見解,以及其在工程複雜系統中的角色。

主題與特點:回顧M&S在城市基礎設施、醫療服務、自動化車輛製造、深空任務和採購企業中的挑戰;概述與概念建模相關的研究議題,涵蓋明確且不含歧義的模型開發、溝通與決策,以及架構與服務;考慮在執行模擬模型時的關鍵計算挑戰,以最佳利用新興的計算平台和技術;檢視理解和管理M&S過程中固有不確定性的努力,以及如何在一致的理論和哲學基礎下統一這些努力;討論模型和模擬的重用,以加速模擬模型的開發過程。

這本引人深思的著作為所有參與建模與模擬的研究者提供了重要的見解,涵蓋了各種學科和應用,並定義了一個共同的研究議程,以支持整個M&S研究社群。