Communications of the ACM - Special issue: computing in the frontiers of science and engineering
The visual display of quantitative information
The visual display of quantitative information
Flocks, herds and schools: A distributed behavioral model
SIGGRAPH '87 Proceedings of the 14th annual conference on Computer graphics and interactive techniques
Design of experiments: robust design: seeking the best of all possible worlds
Proceedings of the 32nd conference on Winter simulation
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Agent-based simulation and greenhouse gas emissions trading
Proceedings of the 33nd conference on Winter simulation
An agent architecture for implementing command and control in military simulations
Proceedings of the 33nd conference on Winter simulation
Statistical Models in S
Modeling very large scale systems: building complex models with LEGOs (Listener Event Graph Objects)
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Agent models I: frequency-based designs for terminating simulations: a peace-enforcement example
Proceedings of the 35th conference on Winter simulation: driving innovation
Proceedings of the 35th conference on Winter simulation: driving innovation
Military applications of agent-based simulations
WSC '04 Proceedings of the 36th conference on Winter simulation
Assessing obstacle location accuracy in the REMUS unmanned underwater vehicle
WSC '04 Proceedings of the 36th conference on Winter simulation
Work smarter, not harder: guidelines for designing simulation experiments
WSC '05 Proceedings of the 37th conference on Winter simulation
First responder information flow simulation: a tool for technology assessment
WSC '05 Proceedings of the 37th conference on Winter simulation
New paradigms and new challenges
WSC '05 Proceedings of the 37th conference on Winter simulation
Work smarter, not harder: guidelines for designing simulation experiments
Proceedings of the 38th conference on Winter simulation
Proceedings of the 38th conference on Winter simulation
A design of experiments approach to readiness risk analysis
Proceedings of the 38th conference on Winter simulation
State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments
INFORMS Journal on Computing
Visualization and rule validation in human-behavior representation
Simulation and Gaming
Work smarter, not harder: guidelines for designing simulation experiments
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Better than a petaflop: the power of efficient experimental design
Proceedings of the 40th Conference on Winter Simulation
Data farming around the world overview
Proceedings of the 40th Conference on Winter Simulation
Application of ontology-based tools for design of multi-agent simulation environments in economics
AsiaMS '07 Proceedings of the IASTED Asian Conference on Modelling and Simulation
Finding forms of flocking: evolutionary search in ABM parameter-spaces
MABS'10 Proceedings of the 11th international conference on Multi-agent-based simulation
Better than a petaflop: the power of efficient experimental design
Winter Simulation Conference
Calibration of an agent-based simulation model depicting a refugee camp scenario
Winter Simulation Conference
Proceedings of the 2011 Workshop on Agent-Directed Simulation
CMSB'04 Proceedings of the 20 international conference on Computational Methods in Systems Biology
Analysis of multi-agent interactions with process mining techniques
MATES'06 Proceedings of the 4th German conference on Multiagent System Technologies
Architecture of a discrete-event and agent-based crisis response simulation model
International Journal of Advanced Intelligence Paradigms
Robust crowd behaviors for distributed simulations
Proceedings of the 2008 Summer Computer Simulation Conference
Work smarter, not harder: a tutorial on designing and conducting simulation experiments
Proceedings of the Winter Simulation Conference
Better than a petaflop: the power of efficient experimental design
Proceedings of the Winter Simulation Conference
Representing dynamic social networks in discrete event social simulation
Proceedings of the Winter Simulation Conference
Simulation of customers behaviour as a method for explaining certain market characteristic
Transactions on Computational Collective Intelligence IX
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Agent-based simulations are models where multiple entities sense and stochastically respond to conditions in their local environments, mimicking complex large-scale system behavior. We provide an overview of some important issues in the modeling and analysis of agent-based systems. Examples are drawn from a range of fields: biological modeling, sociological modeling, and industrial applications, though we focus on recent results for a variety of military applications. Based on our experiences with various agent-based models, we describe issues that simulation analysts should be aware of when embarking on agent-based model development. We also describe a number of tools (both graphical and analytical) that we have found particularly useful for analyzing these types of simulation models. We conclude with a discussion of areas in need of further investigation.