Artificial Life: A Report from the Frontier Where Computers Meet Biology
Artificial Life: A Report from the Frontier Where Computers Meet Biology
Guest Editor's Introduction: Making Sense out of Agents
IEEE Intelligent Systems
Validation, Verification, and Testing Techniques Throughout the Life Cycle of a Simulation Study
Validation, Verification, and Testing Techniques Throughout the Life Cycle of a Simulation Study
Simulation validation with historic outcomes
WSC '05 Proceedings of the 37th conference on Winter simulation
Agent-model validation based on historical data
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
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Multi-agent simulations are finding application in an increasing number of areas over a wide spectrum of disciplines. In recent years, the application of multi-agent systems to problems in the military has received a proportional amount of interest. However, the military analysis community is in its infancy with respect to multi-agent simulations, and the efforts thus far have involved relatively simple scenarios. As a result, these efforts have not been able to bring multi-agent simulations into the mainstream of the analysis community. In this paper a mission-level agent-based simulation of the U-Boat war in the Bay of Biscay between German U-Boats and Allied aircraft is presented. The results from two 6-month intervals of the operations are presented and compared to historical outcomes. The scenario is subsequently generalized to provide a basis for extension into modern military situations of significant interest. Additionally, several relevant examples are presented.