Iosa Marco, Morone Giovanni, Paolucci Stefano
Clinical Laboratory of Experimental Neurorehabilitation, IRCCS Fondazione Santa Lucia, Rome, Italy.
Front Neurorobot. 2017 Dec 19;11:69. doi: 10.3389/fnbot.2017.00069. eCollection 2017.
Human walking is a complex task which includes hundreds of muscles, bones and joints working together to deliver harmonic movements with the need of finding equilibrium between moving forward and maintaining stability. Many different computational approaches have been used to explain human walking mechanisms, from pendular model to fractal approaches. A new perspective can be gained from using the principles developed in the field of Optimization theory and in particularly the branch of Game Theory. In particular we provide a new insight into human walking showing as the trade-off between advancement and equilibrium managed during walking has the same solution of the Ultimatum game, one of the most famous paradigms of game theory, and this solution is the golden ratio. The golden ratio is an irrational number that was found in many biological and natural systems self-organized in a harmonic, asymmetric, and fractal structure. Recently, the golden ratio has also been found as the equilibrium point between two players involved into the Ultimatum Game. It has been suggested that this result can be due to the fact that the golden ratio is perceived as the fairest asymmetric solution by the two players. The golden ratio is also the most common proportion between stance and swing phase of human walking. This approach may explain the importance of harmony in human walking, and provide new perspectives for developing quantitative assessment of human walking, efficient humanoid robotic walkers, and effective neurorobots for rehabilitation.
人类行走是一项复杂的任务,它涉及数百块肌肉、骨骼和关节协同工作,以产生协调的动作,同时需要在向前移动和保持稳定之间找到平衡。从摆锤模型到分形方法,许多不同的计算方法已被用于解释人类行走机制。从优化理论领域,特别是博弈论分支中发展出的原理,可以获得一个新的视角。特别是,我们对人类行走提供了一种新的见解,即行走过程中前进与平衡之间的权衡与最后通牒博弈(博弈论中最著名的范式之一)具有相同的解决方案,而这个解决方案就是黄金分割率。黄金分割率是一个无理数,在许多以和谐、不对称和分形结构自组织的生物和自然系统中都能找到。最近,黄金分割率也被发现是参与最后通牒博弈的两个参与者之间的平衡点。有人认为,这一结果可能是由于黄金分割率被两个参与者视为最公平的不对称解决方案。黄金分割率也是人类行走中支撑相和摆动相之间最常见的比例。这种方法可能解释了人类行走中和谐的重要性,并为开发人类行走的定量评估、高效的类人机器人步行者以及用于康复的有效神经机器人提供了新的视角。