학술논문
Explanation Exploration: Exploring Emergent Behavior
Document Type
Conference
Source
21st International Workshop on Principles of Advanced and Distributed Simulation (PADS'07) Principles of Advanced and Distributed Simulation, 2007. PADS '07. 21st International Workshop on. :113-122 Jun, 2007
Subject
Language
ISSN
1087-4097
Abstract
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.