Comparison of agent-based modeling software

From Wikipedia, the free encyclopedia
Jump to navigation Jump to search

In the last few years, the agent-based modeling (ABM) community has developed several practical agent based modeling toolkits that enable individuals to develop agent-based applications. More and more such toolkits are coming into existence, and each toolkit has a variety of characteristics. Several individuals have made attempts to compare toolkits to each other (see references). Below is a chart intended to capture many of the features that are important to ABM toolkit users.

Comparison of ABM Software[edit]

Agent Based Modeling Toolkit Comparison
Platform Primary Domain Supporting Organization License Programming Language Operating System User Support GIS Capabilities 3D Capabilities Last Update
Altreva Adaptive Modeler Building agent-based market simulation models for price forecasting of real-world stocks and other securities Altreva; Utrecht, Netherlands Proprietary; free evaluation version available for research and experimentation (some limitations but no expiration) No programming skills required. An adaptive form of genetic programming is used to create trading rules. User can select functions to be used in the genetic programming engine. Windows 2000, NT 4.0, XP, Vista, 7, 8 or any other platform that supports Microsoft .Net 2.0 or higher FAQ, documentation, tutorial, examples, forum, email support Unknown Yes Up to 3 agent properties can be visualized in real-time using 2D graphics and color May 4, 2020 (Version 1.5.5) [1]
SCRIMMAGE Swarm robotics Georgia Tech Research Institute LGPL v3 [2] C++, Python Linux Documentation, tutorials, bug reports, features requests [3][4] No Yes May 7, 2020 [5]
AnyLogic Agent-based general purpose; also supports discrete event and system dynamics simulations. The AnyLogic Company; Oakbrook Terrace, Illinois, USA Proprietary; Free Personal Learning Edition available Java AnyLogic Model development environment is Java and Eclipse based application and has been tested on the following platforms: Microsoft Windows 10, x64; Microsoft Windows 8, x64; Microsoft Windows 7 SP1, x64; Apple Mac OS X 10.10 (Yosemite) or later, Universal; SuSE Linux, x64 (with installed GTK+, libwebkitgtk-1.0-0, libudev, libssl 0.9.8 and newer); Ubuntu Linux 10.04 or above, x64 (with installed GTK+, libwebkitgtk-1.0-0, libudev, libssl 0.9.8 and newer); Linux Mint 17 or above, x64 (with installed GTK+, libwebkitgtk-1.0-0, libudev, libssl 0.9.8 and newer) Demos; training; online community; ask a question; online help; tutorials; consulting services Yes: supports both tile maps from free online providers and shapefile-based maps Yes January 23, 2020[6]
Cougaar Multi-agent systems; highly distributed, scalable, reliable, survivable applications; Domain independent; large scale distributed, complex, data intensive (can be configured for small-scaled embedded applications) Cougaar Software Inc.; Vienna, Virginia, USA]. Cougaar Open Source License (COSL) is a modified version of the OSI approved BSD License Java Windows 98; Windows NT; Windows XP; Linux; Mac OS X; and Java-1.4-capable PDAs FAQ; tutorials; slide shows; documentation; selected references; email support; public forums; mailing lists Yes Integrated with OpenMap No 2012 [7]
Framsticks 2D/3D simulations of (evolving) multi-agent systems and artificial life Poznan University of Technology, Poznan, Poland Depends on module: GPL/LGPL/Propertiary FramScript (similar to JavaScript) Windows; Linux; *nix; Mac OS X Email developer; tutorials; manual; FAQ; forums; API; documentation; selected publications; examples Yes Yes July 14, 2015 [8]
JADE Distributed applications composed of autonomous entities Telecom Italia; Torino & Parma, Italy LGPL version 2 Java Any Java Platform FAQ; mailing list; defect list; tutorials; API; documentation Unknown Unknown August 6, 2017 [9]
MASON General purpose; social complexity, physical modeling, abstract modeling, AI/machine learning George Mason University, Fairfax, Virginia, USA Academic Free License (open source) Java Any Java Platform (1.3 or higher) Mailing list; documentation; Tutorials; third party extensions; reference papers; API Yes Yes September 3, 2019 (Version 20)[10]
NetLogo Social and natural sciences; Help beginning users get started authoring models Northwestern University, Evanston, Illinois, USA GPL NetLogo Any Java Virtual Machine, version 6 or later. Documentation; FAQ; selected references; tutorials; third party extensions; defect list; mailing lists Yes Yes January 6, 2020 (Version 6.1.1) [11]
Repast Social sciences Argonne National Laboratory, University of Chicago; Lemont, Illinois, USA BSD Java (RepastS, RepastJ); Python (RepastPy); Visual Basic, .Net, C++, J#, C# (Repast.net) Java version 1.4, although a 1.3 version for Mac OS X is available. To run the demonstration simulations, you'll need a Java Runtime Environment (RepastS, RepastJ); platform independent (RepastPy); Windows (Repast.net) Documentation; mailing list; defect list; reference papers; external tools; tutorials; FAQ; examples Yes Yes September 30, 2019 [12]
SARL Distributed applications composed of autonomous entities * Stéphane Galland, Burgundy Franche-Comté University, France;
* Nicolas Gaud, Burgundy Franche-Comté University, France,
* Sebastian Rodriguez, Advanced Informatics Technology Research Group, Tucuman, Argentina
Apache version 2 SARL, Java Java version 1.8 or higher. FAQ; mailing list; bug tracker; tutorials; API; documentation Yes By using Java extension libraries, e.g. AFC. Yes By using Java extension libraries, e.g. Java 3D. October 26, 2019 [13]
Soar General purpose AI; human performance modeling; learning (including explanation-based learning) John E. Laird, Clare Bates Congdon, Mazin Assanie, Nate Derbinsky and Joseph Xu; Division of Computer Science and Engineering, University of Michigan, Ann Arbor, Michigan, USA BSD Soar 1 to 5 in Lisp; Soar 6 in C; Java, C++, TCL Windows 98; Windows ME; Windows 2000; Windows XP; Linux; Mac OS X Documentation; FAQ; selected publications; defect list; third party extensions; mailing list; contact authors; tutorial; examples; wiki Unknown Unknown July 28, 2017 (Version 9.6.0) [14]
StarLogo Social and natural sciences; Educators; for students to model the behavior of decentralized systems; user friendly for K–12 students Mitchel Resnick, Eric Klopfer, and others at MIT Media Lab and The MIT Scheller Teacher Education Program, Massachusetts Institute of Technology; Cambridge, MA, USA Free (closed source) – Clearthought Software License, Version 1.0 StarLogo (an extension of Logo) Mac OS X v10.2.6 or higher with Java 1.4 installed; Windows; Unix; Linux (StarLogo does not seem to be compatible with Java 5/1.5 on Solaris) Mailing list; tutorials; FAQ; bug list; documentation; developer contacts Unknown Unknown November 27, 2018 [15]
Swarm General purpose agent based Swarm Development Group GPL Java; Objective-C Windows; Linux; Mac OS X Wiki; tutorials; examples; documentation; FAQ; selected publications; mailing lists Unknown Unknown 2005 [16]

References[edit]

  1. ^ https://www.altreva.com/release_notes.html
  2. ^ https://github.com/gtri/scrimmage/blob/master/LICENSE
  3. ^ http://www.scrimmagesim.org/sphinx/html/index.html
  4. ^ https://github.com/gtri/scrimmage/issues
  5. ^ https://github.com/gtri/scrimmage
  6. ^ "AnyLogic latest version - 8.5.1". www.anylogic.com. Retrieved 2020-01-16.
  7. ^ https://archive.is/20121209111144/http://cougaar.org/
  8. ^ http://www.framsticks.com/files/apps/history.xml
  9. ^ https://jade.tilab.com/news/
  10. ^ https://github.com/eclab/mason/releases
  11. ^ https://github.com/NetLogo/NetLogo/releases
  12. ^ https://github.com/Repast/repast.simphony/releases
  13. ^ http://www.sarl.io/news/index.html
  14. ^ https://github.com/SoarGroup/Soar/releases
  15. ^ https://www.slnova.org/#info
  16. ^ http://www.swarm.org/wiki/Swarm:Stable_release

External links[edit]