Several individuals have made attempts to compare toolkits to each other.
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Some toolkits have a simple user interface, and others require complex programming techniques. Some are open source, some are closed source, and others are proprietary. Some toolkits are built for general purpose modeling and some are built for a particular domain. More and more such toolkits are coming into existence, and each toolkit has a variety of characteristics.
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Finally, we conclude the paper with a full representation of features for each toolkit in a quick and easy to use matrix format.Ģ.1 In the last few years, the ABM community has made giant strides in developing practical agent based modeling toolkits that enable individuals to develop significantly sized applications. This is followed by a comparison of the characteristics of various toolkits in the form of tabular taxonomies followed by a text explanation. First, we begin with some limitations of current ABM surveys.
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In this paper, we examine 5 characteristics across the spectrum of toolkits: programming language required to create a model or simulation, operating system required to run the toolkit, type of license governing the platform, primary domain for which the toolkit is intended, and degree of support available to the user of the toolkit.ġ.4 This paper is structured as follows. In addition, we expand the ABM body of knowledge to include information about a breadth of characteristically and historically diverse platforms.ġ.3 This work is the result of ongoing research into various characteristics of ABM toolkits. Our goal is to provide users with the ability to better choose a suitable toolkit based on the features abstracted from various documentation and compiled into an easy to use compendium. This paper is a survey of the toolkits that are available today and how they compare to each other from an interdisciplinary and multi-stakeholder perspective.
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Teachers of ABM, on the other hand, want packages that are easy to learn, that offer pedagogical insights, and that provide the student with the ability to transition to more difficult and comprehensive toolkits in the future.ġ.2 In this paper we address the issues of the broader ABM community. They also generally prefer saving execution time by programming simulations themselves rather than using built-in interfaces, which usually are less computationally efficient.
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To computer scientists, however, the type of license that governs the toolkit is a big consideration they want the ability to "get behind the scenes" of a toolkit and to have the programming flexibility to modify or extend the software with third party applications if necessary. Many, in general, are not concerned about whether the software is open source or restricted open source. For example, social scientists, who may have little or no programming experience, are concerned more with ease of use, the degree of programming skills required, and the inclusion of intuitive interfaces to manage simulations. However, different groups of users prefer different and sometimes conflicting aspects of a toolkit. Moreover, these surveys are presented from the point of view and for the intended audience of one or two communities of interest ( Castle 2006 Railsback 2006 Serenko 2002 Tobias 2004). They are a giant stride in the right direction, but current surveys generally are limited to four or five mainstay and characteristically or historically similar toolkits ( Castle 2006 Railsback 2006 Tobias 2004).
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We characterize each based on 5 important characteristics users consider when choosing a toolkit, and then we categorize the characteristics into user-friendly taxonomies that aid in rapid indexing and easy reference.Īgent Based Modeling, Individual Based Model, Multi Agent Systemsġ.1 In the past few years, several seminal ABM surveys have emerged. In this paper, we examine the entire continuum of agent based toolkits. Rather than using toolkits that are the most publicized but are designed for general projects, using this paper, one will be able to choose a toolkit that already exists and that may be built especially for one's particular domain and specialized needs. This is especially troublesome for projects that require specialization. With so many toolkits available, the choice of which one is best suited for a project is left to word of mouth, past experiences in using particular toolkits and toolkit publicity. Journal of Artificial Societies and Social Simulationįor information about citing this article, click hereĪgent Based Modeling (ABM) toolkits are as diverse as the community of people who use them. Tools of the Trade: A Survey of Various Agent Based Modeling Platforms