Families of models that cross levels of resolution: issues for design, calibration and management
WSC '93 Proceedings of the 25th conference on Winter simulation
Verification validation and accreditation of simulation models
Proceedings of the 29th conference on Winter simulation
What is scalability in multi-agent systems?
AGENTS '00 Proceedings of the fourth international conference on Autonomous agents
Tutorial on agent-based modeling and simulation
WSC '05 Proceedings of the 37th conference on Winter simulation
Tutorial on agent-based modeling and simulation part 2: how to model with agents
Proceedings of the 38th conference on Winter simulation
Scalability in distributed simulations of agent-based models
Winter Simulation Conference
Model flexibility: development of a generic data-driven simulation
Proceedings of the Winter Simulation Conference
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This paper proposes a framework for designing an agent based simulation to allow for easy aggregation and/or disaggregation of agent characteristics, behaviors, and interactions using a supply chain modeling context. Guidelines are provided for designing agent structure to demonstrate scalability in terms of fidelity to fit the needs of the analysis. The design methodology is based on combining hierarchical modeling with data-driven modeling. Related work done in variable-resolution modeling is a generalization for any modeling technique, while our proposed guidelines are specific for development of agent based models.