A review of simulation optimization techniques
Proceedings of the 30th conference on Winter simulation
Simulation optimization methodologies
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
Model abstraction for discrete event systems using neural networks and sensitivity information
Proceedings of the 32nd conference on Winter simulation
Evolutionary programming in SADDE
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
The Gaia Methodology for Agent-Oriented Analysis and Design
Autonomous Agents and Multi-Agent Systems
Feature Article: Optimization for simulation: Theory vs. Practice
INFORMS Journal on Computing
Proceedings of the 35th conference on Winter simulation: driving innovation
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Large-Scale Agent-Based Pedestrian Simulation
MATES '07 Proceedings of the 5th German conference on Multiagent System Technologies
Automatic tuning of agent-based models using genetic algorithms
MABS'05 Proceedings of the 6th international conference on Multi-Agent-Based Simulation
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In this paper we present analysis and calibration techniques that exploit knowledge about a multi agent society in order to calibrate the system parameters of a corresponding society simulation model. The techniques address typical problems of multi agent simulation calibration like the vast amount of parameters that need to be calibrated, the complex parameter dependencies due to interactions between the simulated agents and the generally enormous computational cost of running a multi agent simulation.