Tools of the Trade: A Survey of Various Agent Based Modeling Platforms
作者： Cynthia Marie Nikolai , Gregory Madey
DOI:
关键词: Search engine indexing 、 Publicity 、 Data science 、 Specialization (functional) 、 Multi-agent system 、 Computer science 、 Domain (software engineering) 、 Word of mouth 、 Artificial intelligence
摘要: Agent Based Modeling (ABM) toolkits are as diverse the community of people who use them. With so many available, choice which one is best suited for a project left to word mouth, past experiences in using particular and toolkit publicity. This especially troublesome projects that require specialization. Rather than most publicized but designed general projects, this paper, will be able choose already exists may built one's domain specialized needs. In we examine entire continuum agent based toolkits. We characterize each on 5 important characteristics users consider when choosing toolkit, then categorize into user-friendly taxonomies aid rapid indexing easy reference.
参考文章(34)
N. T. Collier, J. R. Vos, PantaRei Corp., M. J. North, T. R. Howe, P. J. Sydelko, Decision, Legacy model integration with repast simphony. Proc., edited by D. Sallach, et al., pp. 95-106. ,(2006)
Pietro Terna, Creating Artificial Worlds: A Note on Sugarscape and Two Comments. Journal of Artificial Societies and Social Simulation. ,vol. 4, ,(2001)
Alexander Repenning, Andri Ioannidou, John Zola, AgentSheets: End-User Programmable Simulations. Journal of Artificial Societies and Social Simulation. ,vol. 3, ,(2000)
Liviu Panait, Claudio Cioffi-Revilla, Sean Luke, Keith Sullivan, MASON: A New Multi-Agent Simulation Toolkit ,(2004)
Sean Luke, G. C. Balan, Liviu Panait, Claudio Cioffi-Revilla, Sean Paus, MASON: A JAVA MULTI-AGENT SIMULATION LIBRARY ,(2009)
C. M. Macal, T. R. Howe, LINKING REPAST AND COMPUTATIONAL MATHEMATICS SYSTEMS: MATHEMATICA AND MATLAB ,(2005)
N. Collier, M. J. North, Decision, Repast for Python Scripting. Proc., pp. 231-237. ,(2005)
N. T. Collier, J. R. Vos, PantaRei Corp., M. J. North, T. R. Howe, E. Tatara, Decision, An introduction to repast simphony modeling using a simple predator-prey example. Proc., pp. 83-94. ,(2006)
Stephanie Forrest, Terry Jones, Modeling Complex Adaptive Systems with Echo Research Papers in Economics. ,(1994)
Ian Lustick, PS-I: A User-Friendly Agent-Based Modeling Platform for Testing Theories of Political Identity and Political Stability Journal of Artificial Societies and Social Simulation. ,vol. 5, pp. 1- 7 ,(2002)