Advanced Systems Modeling and Simulation

Erscheinungsjahr 2027
ISBN: 978-0-443-44669-6
Verlag: Elsevier Science

Buch, Englisch, 540 Seiten, Format (B × H): 152 mm x 229 mm, Gewicht: 449 g

Advanced Systems Modeling and Simulation covers a wide range of concepts, tools, and techniques related to advanced systems modeling and simulation. A simulation is a computer model of a system, and nearly any phenomenon can be analyzed and described as a system to gain practical insights into its functioning. The increase in computing power and ongoing advancements in data creation and storage have expanded the range of applications for simulations, adding significant value and creating a demand for guidance on using these tools in new contexts. Beginning with fundamental information on modeling and simulation, this book offers detailed and practical advice on the most relevant methods. It also explores case studies across various fields, including transportation, supply chain, manufacturing, and healthcare. The book helps readers understand the fundamentals of system simulation, methods for systems modeling and simulation, advanced systems modeling, and how to select and apply the appropriate simulation method for their specific applications while performing case studies.

Autoren/Hrsg.

Awasthi, Anjali

Fachgebiete

• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Robotik
• Technische Wissenschaften Technik Allgemein Modellierung & Simulation
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Verfahrenstechnik, Chemieingenieurwesen
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung Computersimulation & Modelle, 3-D Graphik
• Mathematik | Informatik EDV | Informatik Business Application Mathematische & Statistische Software
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie

Inhaltsverzeichnis

1. Fundamentals of Simulation: Concepts and Applications
2. A simulation model for outpatient physiotherapy schedules using resource pooling
3. Simulation analysis of VMI vs CPFR
4. Simulation-based study to assess material movement risks in manufacturing
5. Agent-Based Simulation-Driven Optimization for a Sustainable Agri-Food Cold Chain: From Farm to Fork in Rwanda
6. Modeling and simulation of a blockchain-based education system
7. Simulation-based Systematic Comprehensive Integrative Sustainability Assessment Framework
8. ZEV/AFV Adoption - Technology, Cost, Supply Chain and Policy framework through Simulation Modelling
9. Analyzing the effect of bias in hiring and promoting minorities using an exploratory system dynamics model
10. A Multi-period supply planning problem for managing stochastic demand
11. Autonomous electric vehicle routing problem with stochastic travel times for last-mile parcel delivery
12. Blending Optimization and Discrete-Event Simulation to Optimize Supply-Chain Performance with Consideration of Disruptive Risks
13. A Comprehensive Comparative Analysis of the AIMSUN and SimTraffic Microsimulation Models for the Urban Networks with Different Functional Classifications
14. A New Combination of AI and DEVS Formalism for Probabilistic Discrete Event Systems Modeling and Simulation
15. Bond Graph Modeling for Engineering Systems: A Unified Approach to Multi-Domain System Analysis
16. Assessing the Impact of U.S. Trade Tariffs on Canadian Exports: A Multi-Product Analysis
17. Multi Resolution Modeling using HLA: Case studies in Virtual and Constructive Simulation
18. The Impact of Airport Terminal Configuration on Airport Retail Revenue: An Agent-Based Simulation with Passenger Behaviour Models

Über Autor(innen)

Awasthi, Anjali
Dr. Anjali Awasthi is a Full Professor in the Department of Cybersecurity and Intelligent Systems Engineering at Concordia University, Montreal. She served as Concordia University Research Chair (Tier II) in Connected Sustainable Mobility Systems (2019–2024) and President of the Canadian Operational Research Society (2024–2025). She is a Senior Member of the American Society for Quality, an Associate of the Loyola Sustainability Research Centre, and a member of CIRRELT. She has received several awards, including the CORS Eldon Gunn Service Award, IEOM Special Recognition Award, IEOM Distinguished Woman in Industry and Academia Award (2025), and Concordia University’s EDI Excellence Award. Her research paper on regulatory policies for sustainable transportation received a Best Paper Award from the International Journal of Modeling and Simulation. Her research focuses on sustainable urban mobility, city logistics, digital supply chains, and cybernetic transportation systems. Her research has been widely published and recognized through Canadian media.