Agent-based model - Wikipedia
An agent-based model (ABM) is a computational model for simulating the actions and interactions of autonomous agents (both individual or collective entities such as organizations or groups) in order to understand the behavior of a system and what governs its outcomes.
A gentle introduction to agent-based simulation
2022年1月14日 · What is agent-based simulation? ABS, (also known as agent-based modeling), focuses on the behavior and interactions of agents. Agents are separable, individual components of a system that can interact and communicate with each other.
Understanding Agent-Based Simulation: Concepts and …
Agent-based simulation (ABS) is a computational modeling approach that focuses on simulating the actions and interactions of autonomous entities known as agents. This methodology allows researchers and practitioners to analyze complex systems by observing how individual behaviors can lead to emergent phenomena at a larger scale. This article ...
Agent Based Modeling: Techniques and Applications - Built In
2024年6月18日 · Agent-based modeling (ABM) is a computational modeling technique that mimics how an individual agent behaves with an environment to simulate the overall system behavior. Here’s what to know.
Tutorial on agent-based modelling and simulation
2010年9月2日 · Agent-based modelling and simulation (ABMS) is a relatively new approach to modelling systems composed of autonomous, interacting agents. Agent-based modelling is a way to model the dynamics of complex systems and complex adaptive systems. Such systems often self-organize themselves and create emergent order.
Notes to Agent-Based Modeling in the Philosophy of Science
6. Some of the dynamics commonly used in these models are the ‘replicator dynamics’ or the ‘myopic best response’ dynamics. The replicator dynamics, typically employed in infinite population models, is based on the idea that strategies resulting in higher payoffs are increasingly adopted by the community, while those that give lower payoffs are gradually dropped.
Everything you need to know about agent-based modelling and simulation ...
2016年5月10日 · This paper addresses the background and current state of the field of agent-based modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new development, considering the extremes of being an overhyped fad, doomed to disappear, or a revolutionary development, shifting fundamental paradigms of how research is conducted.
Everything you need to know about agent-based modelling and simulation
2017年12月19日 · It revisits the issue of ABMS represents as a new development, considering the extremes of being an overhyped fad, doomed to disappear, or a revolutionary development, shifting fundamental paradigms of how research is conducted. This paper identifies key ABMS resources, publications, and communities.
Agent‐based Simulation | part of Simulation and Computational …
This chapter describes the concept of agent‐based simulation (ABS), and discusses some of the most popular methodologies and tools for designing and developing an ABS. It demonstrates through a number of relevant examples how to build and use an ABS.
Introductory tutorial: Agent-based modeling and simulation
This brief tutorial introduces agent-based modeling and simulation by describing the basic ideas of ABS, discussing some applications, and addressing methods for developing agent-based models.