Fox Stephen, Kotelba Adrian
VTT Technical Research Centre of Finland, FI-02044 VTT, Finland.
Entropy (Basel). 2019 May 28;21(6):543. doi: 10.3390/e21060543.
Optimal psychomotor work can be expressed in terms of the principle of least psychomotor action (PLPA). Modelling psychomotor action encompasses modelling workers, work, and interactions between them that involve different types of situated entropy. Modelling of psychomotor workers encompasses three types of workers: human, cyborg, and robot. The type of worker and the type of work interact to affect positioning actions, performing actions, and perfecting actions undertaken in psychomotor tasks. There are often disturbances in psychomotor work, for example due to weather conditions, which have a determining influence on what work can be undertaken with least psychomotor action by different types of workers. In this paper, findings are reported from a study focused on the modelling disturbances in psychomotor work. Five contributions are provided. First, a heuristic framework for modelling disturbances and their effects is provided. In addition to PLPA and situated entropy, this framework encompasses Markov processes, the theory of perturbations, and calculus of variations. Second, formulae and ratios are provided for heuristic modelling of effects on internal action () from disturbances to psychomotor work. Third, formulae and ratios are provided for heuristic modelling of effects on external action (). Fourth, examples are provided of heuristic modelling of disturbances in psychomotor work. Fifth, formulae and examples show how task complexity can be modelled heuristically in terms of microstates across the cyber domain and the physical domain of cyber-physical systems. Overall, the study reported in this paper addresses variational aspects of PLPA.
最佳心理运动工作可以根据最小心理运动作用原理(PLPA)来表述。心理运动作用建模包括对工人、工作以及他们之间涉及不同类型情境熵的相互作用进行建模。心理运动工人的建模包括三种类型的工人:人类、半机械人以及机器人。工人类型和工作类型相互作用,以影响心理运动任务中所采取的定位动作、执行动作和完善动作。心理运动工作中常常存在干扰因素,例如天气状况,这对不同类型的工人以最小心理运动作用能够开展何种工作具有决定性影响。本文报告了一项聚焦于心理运动工作中干扰建模的研究结果。该研究有五项贡献。第一,提供了一个用于对干扰及其影响进行建模的启发式框架。除了PLPA和情境熵之外,这个框架还包括马尔可夫过程、摄动理论和变分法。第二,提供了用于对心理运动工作干扰对内部动作()的影响进行启发式建模的公式和比率。第三,提供了用于对外部动作()的影响进行启发式建模的公式和比率。第四,给出了心理运动工作干扰启发式建模的示例。第五,公式和示例展示了如何根据网络物理系统的网络域和物理域中的微观状态对任务复杂性进行启发式建模。总体而言,本文所报告的研究探讨了PLPA的变分方面。