Nakajima T
Biotechnology Research Laboratory, Kobe Steel Ltd., 1-5-5 Takatsukadai, Nishi-ku, Kobe, Hyogo, 651-22, Japan.
J Theor Biol. 1999 Sep 7;200(1):77-95. doi: 10.1006/jtbi.1999.0977.
This paper analyses relationships between probabilities of events happening in biological systems (or probabilistic disposition of systems) and cognitive properties of biological entities comprising such systems. Two kinds of cognitive properties are identified as relevant to the current problem: the ability to respond differently against different configurations of the environment (discriminability of cognition), and the ability to make an appropriate response to maintain a particular relation with the environment (selectivity of cognition). A basic framework bridging the two features of living systems, probabilistic disposition and the cognitive properties, is presented towards a general theory explaining the process generating probabilities of biological events. In this framework, a deterministic model of a system of entities is developed, in which objects are described as subjects that cognize events (i.e. entities as cognizers). Cognition is used in a wider sense, including not only biotic but also abiotic, and cognizers are conceptually distinguished from the meta-observer who describes the system externally. Based on this perspective, this paper seeks to explicate how events can occur in an uncertain, probabilistic manner, if observed from a cognizer viewpoint, even under a deterministic system. Each cognizer is identified with both the set of states that are actually taken, and its motion function which maps its state uniquely to a successor state depending on the current states of itself and of the rest of cognizers constituting the system. The model analysis reveals that the cognitive properties, discriminability and selectivity, of a cognizer can contribute to determining the probability of an event encountered by the cognizer itself-in particular, discrimination reducing the uncertainty in events occurrence for the cognizer. Biological implication of this result is discussed focusing on the concept of the probability of survival and reproduction.
本文分析了生物系统中事件发生的概率(或系统的概率倾向)与构成此类系统的生物实体的认知特性之间的关系。确定了两种与当前问题相关的认知特性:对环境的不同配置做出不同反应的能力(认知的可辨别性),以及做出适当反应以维持与环境的特定关系的能力(认知的选择性)。提出了一个连接生命系统的两个特征——概率倾向和认知特性的基本框架,以构建一个解释生物事件概率产生过程的一般理论。在此框架中,开发了一个实体系统的确定性模型,其中对象被描述为认知事件的主体(即作为认知者的实体)。认知在更广泛的意义上使用,不仅包括生物的,还包括非生物的,并且认知者在概念上与从外部描述系统的元观察者区分开来。基于这一观点,本文试图阐明,如果从认知者的角度观察,即使在确定性系统下,事件如何以不确定的、概率性的方式发生。每个认知者都由实际采取的状态集及其运动函数来确定,该运动函数根据其自身以及构成系统的其他认知者的当前状态将其状态唯一地映射到后续状态。模型分析表明,认知者的认知特性,即可辨别性和选择性,有助于确定认知者自身遇到的事件的概率——特别是,辨别能力降低了认知者对事件发生的不确定性。本文聚焦于生存和繁殖概率的概念,讨论了这一结果的生物学意义。