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Explanation Exploration: Exploring Emergent Behavior

机译:解释探索:探索紧急行为

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摘要

Understanding emergent behavior(s) exhibited in simulations poses an interesting challenge. Emergence can represent a valid behavior arising from seemingly unrelated phenomena, or it can reflect an error in a model or its implementation. We propose a new method for gathering insight into emergent behavior in simulations using the model adaptation technique, COERCE. COERCE allows a user to efficiently adapt a model to meet new requirements and can be employed to explore emergent behavior exhibited in a simulation. A subject matter expert (SME) can coerce a simulation to gather insight into characteristics of the emergent behavior as the simulated phenomenon is driven toward conditions of interest.
机译:了解模拟中出现的紧急行为构成了一个有趣的挑战。出现可以表示由看似无关的现象引起的有效行为,也可以反映模型或其实现中的错误。我们提出了一种新的方法,用于使用模型自适应技术COERCE收集对仿真中紧急行为的见解。 COERCE允许用户有效地调整模型以满足新的要求,并可以用来探索仿真中出现的紧急行为。主题专家(SME)可以强制进行模拟,以便在模拟现象趋向感兴趣的条件时,收集对紧急行为特征的见解。

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