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Hybrid Modeling and Simulation Conceptualizations, Methods and Applications /

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 cha...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Fakhimi, Masoud (Editor), Mustafee, Navonil (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:1st ed. 2024.
Series:Simulation Foundations, Methods and Applications,
Subjects:
Computer simulation.
Operations research.
Management science.
Mathematical optimization.
Computer engineering.
Computer networks .
Application software.
Computer Modelling.
Operations Research, Management Science.
Optimization.
Computer Engineering and Networks.
Computer and Information Systems Applications.
Online Access:https://doi.org/10.1007/978-3-031-59999-6
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Table of Contents:
  • 1. Introduction to Hybrid Modelling and Simulation
  • 2. Hybrid Modeling and Simulation Concepts for Complex Socio-Technical Systems
  • 3. Network-based Operational Modelling for Informing Inter-organisational Healthcare Simulation Conceptual Modelling
  • 4. Modeling and Simulation of Software Product Lines with the HyFlow Formalism
  • 5. Event Scheduling Approach for Simulating Agents with Behaviours
  • 6. Hybrid M&S with Digital Twin Technology
  • 7. Using the Modelling Frame to Maximize the Advantages of Hybridization During the Conceptual Modelling Process
  • 8. Hybrid Simulation in Healthcare Applications
  • 9. Hybrid Modelling Approach Using ML (RL) in Conjunction with Simulation
  • 10. Hybrid Conceptual Modelling of Complex Dynamical Social Systems
  • 11. Use of Hybrid Modelling and Simulation Method with Techniques from Wider Operations Research like ARIMA Forecasting
  • 12. Conceptual Modelling for Hybrid M&S
  • 13. Automated Methods for Model Building
  • 14. Discrete-Event System Specification Modeling for the Development of Cyber-Physical Systems.

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