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Published on: December 17, 2010
Proposal for a framework for optimizing artificial environments based on physiological feedback
Hideyuki Takagi1, Shangfei Wang, Shota Nakano
1Faculty of Design, Kyushu University, Fukuoka, Japan. takagi@design.kyushu-u.ac.jp
Abstract:
We propose and then evaluate a new framework for finding the physical parameters of an artificial environment which give rise to given target physiological characteristics. We assume that a human is a system that takes as inputs the physical parameters of an artificial environment and outputs physiological parameters in response. We define our task as the inverse problem; we must find the best inputs from given target outputs. Our proposed framework solves the inverse problem using evolutionary computation techniques to optimize an artificial environment. We evaluate this framework using a simulation with a vibration environment and verify that it works.
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