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对称独特型网络的稳定性——对霍夫曼分析的批判

Stability of symmetric idiotypic networks--a critique of Hoffmann's analysis.

作者信息

De Boer R J, Hogeweg P

出版信息

Bull Math Biol. 1989;51(2):217-22. doi: 10.1007/BF02458443.

Abstract

Hoffmann (1982) analysed a very simple model of suppressive idiotypic immune networks and showed that idiotypic interactions are stabilizing. He concluded that immune networks provide a counterexample to the general analysis of large dynamic systems (Gardner and Ashby, 1970; May, 1972). The latter is often verbalized as: an increase in size and/or connectivity decreases the system stability. We here analyse this apparent contradiction by extending the Hoffmann model (with a decay term), and comparing it to an ecological model that was used as a paradigm in the general analysis. Our analysis confirms that the neighbourhood stability of such idiotypic networks increases with connectivity and/or size. However, the contradiction is one of interpretation, and is not due to exceptional properties of immune networks. The contradiction is caused by the awkward normalization used in the general analysis.

摘要

霍夫曼(1982年)分析了一个非常简单的抑制性独特型免疫网络模型,并表明独特型相互作用具有稳定作用。他得出结论,免疫网络为大型动态系统的一般分析提供了一个反例(加德纳和阿什比,1970年;梅,1972年)。后者通常表述为:规模和/或连通性的增加会降低系统稳定性。我们在此通过扩展霍夫曼模型(加入一个衰减项)并将其与在一般分析中用作范例的生态模型进行比较,来分析这一明显的矛盾。我们的分析证实,此类独特型网络的邻域稳定性会随着连通性和/或规模的增加而提高。然而,这种矛盾是一种解释上的矛盾,并非源于免疫网络的特殊性质。这种矛盾是由一般分析中使用的别扭的归一化方法导致的。

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