仿生计算模型中的博弈论要素

Georgia Theocharopoulou, Konstantinos Giannakis, Christos Papalitsas, Sofia Fanarioti, T. Andronikos
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引用次数: 15

摘要

非常规计算是一个相对较新的研究领域,研究新的计算范式,重点是生物启发的架构和算法。传统系统的物理限制使得探索新的替代解决方案变得非常重要。在这个方向上,传统的和经过充分研究的概念被重新审视。本文研究了博弈论这一已建立的科学领域与基于P系统的仿生计算模型之间的联系。为此,我们推出了一款基于膜系统的新型生物启发游戏,其规则受到基本线粒体过程的启发。此外,本文还提出了一个将博弈论概念与基于P系统的生物启发计算模型联系起来的一般框架。最后,强调了这些领域之间更深层次联系的可能性和进一步扩展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Elements of Game Theory in a Bio-inspired Model of Computation
Unconventional computing is a relatively recent research field in which new computation paradigms are studied, with emphasis on bio-inspired architectures and algorithms. The physical limitations of traditional systems make the exploration for new, alternative solutions a quest of great importance. In this direction, traditional and well-studied concepts are re-examined. In this paper, the connection between game theory, an established scientific field, and a bio-inspired model of computation based on P systems is studied. To this end, a novel bio-inspired game on a membrane system is introduced, in which the rules are inspired by fundamental mitochondrial processes. Furthermore, a general framework for connecting game-theoretic notions with a bio-inspired model of computation based on P systems is proposed. Finally, possibilities and further extensions that could shed light on the deeper connection among these fields are highlighted.
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