Hybrid Modeling and Simulation: Conceptualizations, Methods and Applications
暫譯: 混合建模與模擬：概念化、方法與應用
Fakhimi, Masoud, Mustafee, Navonil
- 出版商: Springer
- 出版日期: 2024-08-24
- 售價: $6,780
- 貴賓價: 9.5 折 $6,441
- 語言: 英文
- 頁數: 426
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031599985
- ISBN-13: 9783031599989
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相關主題
商品描述
The unique book advances understanding of modelling complex systems using hybrid approaches that combine discrete-event, agent-based, and system dynamic simulations with research approaches and artefacts from other scientific disciplines.
As systems become increasingly large and complex, it is a challenge to capture the intricacies of the underlying system and offer novel forms of analysis using only models that employ a single simulation technique. The book underscores the importance of both hybrid simulation (employing techniques primarily developed in the field of modelling and simulation) and hybrid modelling (incorporating simulation with methods from wider disciplines such as applied computing, data science, engineering, and soft/qualitative operations research). Furthermore, the text aims to inspire further research and practice, fostering the growth of cross-disciplinary hybrid models.
Topics and features:
- Provides a comprehensive overview of hybrid modelling and simulation, including methodological extensions and novel applications
- Features case studies and examples demonstrating the synergy realized by applying hybrid methods
- Calls for innovation and growth of the discipline by incorporating diverse scientific perspectives
- Encourages adoption of interdisciplinary methods to engender improved insights from simulation studies
- Promotes interdisciplinary collaboration, pushing modelling and simulation into new research and application areas
This comprehensive volume will appeal to researchers, academics, students, and practitioners who seek to advance their modelling and simulation work. The book also will serve as a reference, informing research communities of the potential of hybrid models that combine simulation with disciplinary research artefacts, methods, and approaches.
商品描述(中文翻譯)
這本獨特的書籍加深了對於使用混合方法建模複雜系統的理解，這些方法結合了離散事件、基於代理的模擬以及系統動態模擬，並與其他科學學科的研究方法和產物相結合。
隨著系統變得越來越龐大和複雜，捕捉潛在系統的細微之處並僅使用單一模擬技術的模型來提供新穎的分析形式是一項挑戰。這本書強調了混合模擬（主要使用在建模和模擬領域中發展的技術）和混合建模（將模擬與應用計算、數據科學、工程以及軟性/定性運籌學等更廣泛學科的方法相結合）的重要性。此外，文本旨在激勵進一步的研究和實踐，促進跨學科混合模型的發展。
主題和特點：
- 提供混合建模和模擬的全面概述，包括方法論擴展和新穎應用
- 包含案例研究和示例，展示應用混合方法所實現的協同效應
- 呼籲通過納入多樣的科學視角來促進學科的創新和成長
- 鼓勵採用跨學科方法，以從模擬研究中獲得更好的見解
- 促進跨學科合作，將建模和模擬推向新的研究和應用領域
這本全面的著作將吸引尋求推進其建模和模擬工作的研究人員、學者、學生和實踐者。這本書也將作為參考資料，告知研究社群混合模型的潛力，這些模型結合了模擬與學科研究產物、方法和方法論。
作者簡介
MASOUD FAKHIMI is an Assistant Professor of Operational Research at Surrey Business School, University of Surrey, UK. His research interests include modeling and simulation methodologies and their applications in areas such as sustainability, Industry 4.0, supply chain management, and healthcare. He has been involved in several multidisciplinary research projects with stakeholders from industry and academia across healthcare, education, and agri-chains. He is also a Fellow of the People-Centred AI Research Centre at the University of Surrey. Additionally, he chairs the UK Operational Research Society's Simulation Special Interest Group (SIG) and the Education Committee for the Association for Computing Machinery (ACM) - Special Interest Group in Modeling and Simulation (SIGSIM).
NAVONIL MUSTAFEE is a Professor of Analytics and Operations Management at the Centre for Simulation, Analytics and Modelling (CSAM), University of Exeter Business School, UK. His research focuses on simulation methodologies, including hybrid modelling & simulation and digital twins, and their application in healthcare, supply chain management, circular economy and climate change adaptation and resilience. His research has received funding from European and UK funding bodies (EU Horizon, EPSRC, MRC, NIHR), charities, and industry funding from the UK NHS. In 2022, he was awarded the UK Operational Research Society's prestigious Lyn Thomas Impact Medal award for work on reducing A&E/ED peak time demand and the NHSquicker platform. He is a Joint Editor-in-Chief of the Journal of Simulation and leads the Africa Focus initiative for the journal.
作者簡介(中文翻譯)
MASOUD FAKHIMI 是英國薩里大學商學院的運籌學助理教授。他的研究興趣包括建模與模擬方法及其在可持續性、工業4.0、供應鏈管理和醫療保健等領域的應用。他參與了多個跨學科的研究項目，與來自醫療、教育和農業鏈的產業及學術界利益相關者合作。他也是薩里大學以人為中心的人工智慧研究中心的研究員。此外，他擔任英國運籌學會模擬特別興趣小組（SIG）及計算機協會（ACM）建模與模擬特別興趣小組（SIGSIM）的教育委員會主席。
NAVONIL MUSTAFEE 是英國埃克塞特大學商學院模擬、分析與建模中心（CSAM）的分析與運營管理教授。他的研究專注於模擬方法，包括混合建模與模擬及數位雙胞胎，並應用於醫療保健、供應鏈管理、循環經濟及氣候變遷適應與韌性。他的研究獲得了歐洲及英國資助機構（EU Horizon、EPSRC、MRC、NIHR）、慈善機構及英國國民健康服務（NHS）的產業資助。在2022年，他因在減少急診部（A&E/ED）高峰期需求及NHSquicker平台的工作而獲得英國運籌學會的著名Lyn Thomas影響獎。他是《模擬期刊》的聯合主編，並領導該期刊的非洲焦點倡議。
