基于热力学的自组织网络控制鲁棒性与性能平衡策略

Takuya Iwai, D. Kominami, M. Murata, T. Yomo
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引用次数: 0

摘要

仿生网络控制是由有序力和无序力之间的竞争驱动的。这两种力同时影响它们的性能和鲁棒性。因此,我们必须仔细确定它们的平衡。在本文中,我们关注的是一种热力学现象,即一种物质根据其温度在两种力之间达到平衡。我们从热力学的角度翻译了仿生网络控制,并分析表明,通过选择合适的温度可以实现两种力之间的适当平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Thermodynamics-Based Strategy to Achieve Balance between Robustness and Performance for Self-Organized Network Controls
Bio-inspired network controls are driven by the competition between their ordering force and disordering force. Both forces simultaneously affect their performance and robustness. Therefore, we must carefully determine their balance. In this paper, we focus on thermodynamic phenomena where a substance achieves the balance between both forces depending on its temperature. We translate bio-inspired network controls from the perspective of thermodynamics, and we analytically show that the appropriate balance between both forces can be achieved by selecting appropriate temperature.
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