Journal ArticleDOI
Agent Based Modelling and Simulation tools: A review of the state-of-art software
TLDR
A significant synthesis of Agent Based Modelling and Simulation (ABMS) resources has been performed in this review that stimulates further investigation into this topic.About:
This article is published in Computer Science Review.The article was published on 2017-05-01. It has received 445 citations till now. The article focuses on the topics: Agent-based social simulation & Software agent.read more
Citations
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Journal ArticleDOI
Tools and methods in participatory modeling: Selecting the right tool for the job
Alexey Voinov,Alexey Voinov,Karen E. Jenni,Steven Gray,Nagesh Kolagani,Pierre D. Glynn,Pierre Bommel,Christina Prell,Moira Zellner,Michael Paolisso,Rebecca Jordan,Eleanor J. Sterling,Laura Schmitt Olabisi,Philippe J. Giabbanelli,Zhanli Sun,Christophe Le Page,Sondoss Elsawah,Todd K. BenDor,Klaus Hubacek,Klaus Hubacek,Klaus Hubacek,Bethany K. Laursen,Antoine J. Jetter,Laura Basco-Carrera,Laura Basco-Carrera,Alison Singer,Laura C. Young,Jessica Brunacini,Alex Smajgl +28 more
TL;DR: Putting more thought into the method selection process and choosing the most appropriate method for the project can produce better results, according to expert opinion and a survey of modelers engaged in participatory processes.
Journal ArticleDOI
Cooperative Heterogeneous Multi-Robot Systems: A Survey
TL;DR: More autonomous end-to-end solutions need to be experimentally tested and developed while incorporating natural language ontology and dictionaries to automate complex task decomposition and leveraging big data advancements to improve perception algorithms for robotics.
Journal ArticleDOI
Simulation in industry 4.0: A state-of-the-art review
TL;DR: The results of this study indicate hybrid simulation and digital twin as the primary simulation-based approaches in the context of Industry 4.0 and a cross-analysis of concepts and evaluation of models’ development suggest that simulation can capture the design principles of Industry 5.0.
Journal ArticleDOI
Eight grand challenges in socio-environmental systems modeling
Sondoss Elsawah,Tatiana Filatova,Anthony Jakeman,Albert J. Kettner,Moira Zellner,Ioannis N. Athanasiadis,Serena H. Hamilton,Robert L. Axtell,Daniel G. Brown,Jonathan M. Gilligan,Marco A. Janssen,Derek T. Robinson,Julie Rozenberg,Isaac I. T. Ullah,Steven J. Lade +14 more
TL;DR: In this article, the authors identify and formulate grand challenges that need to be overcome to accelerate the development and adaptation of Socio-environmental Systems (SES) modeling, including bridging epistemologies across disciplines, multi-dimensional uncertainty assessment and management; scales and scaling issues; combining qualitative and quantitative methods and data; furthering the adoption and impacts of SES modeling on policy; capturing structural changes; representing human dimensions in SES; and leveraging new data types and sources.
Journal ArticleDOI
An agent-based modeling approach for understanding the effect of worker-management interactions on construction workers' safety-related behaviors
TL;DR: In this paper, an agent-based modeling approach of construction safety-related behaviors, which adopts a bottom-up architecture, is proposed in order to provide a quantitative assessment of these impacts and their managerial implications in practice.
References
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Journal ArticleDOI
Tutorial on agent-based modelling and simulation
TL;DR: A brief introduction to ABMS is provided, the main concepts and foundations are illustrated, some recent applications across a variety of disciplines are discussed, and methods and toolkits for developing agent models are identified.
Book
Agent-Based and Individual-Based Modeling: A Practical Introduction
Steven F. Railsback,Volker Grimm +1 more
TL;DR: This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models and provides an introduction to NetLogo, an easy-to-use, free, and powerful software platform.
Journal ArticleDOI
Agent-based Simulation Platforms: Review and Development Recommendations
TL;DR: Five software platforms for scientific agent-based models (ABMs) were reviewed by implementing example models in each, finding MASON and Repast usually fastest, Swarm fastest for simple models but slowest for complex ones, and NetLogo intermediate.
Book
Managing Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation
Michael North,Charles M. Macal +1 more
TL;DR: Managing Business Complexity addresses who needs ABMS and why, where and when ABMS can be applied to the everyday business problems that surround us, and how specifically to build these powerful agent-based models.
Book
Foundations of distributed artificial intelligence
TL;DR: This paper presents a meta-modelling architecture for distributed artificial intelligence that automates the very labor-intensive and therefore time-heavy and expensive process of designing and implementing distributed systems.
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