调控布尔网络中的最大协调原则

IF 1.1 3区计算机科学 Q1 BUSINESS, FINANCE

Journal of Computer and System Sciences Pub Date : 2024-01-17 DOI:10.1016/j.jcss.2024.103518

Alexis Poindron

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引用次数: 0

摘要

我们在调控布尔网络中引入了协调指数，并揭示了最大协调原则（MCP），根据该原则，一个有凝聚力的社会可以达到以最高协调指数为特征的动态。基于简单的理论示例，我们表明 MCP 可用于从舆论动态/基因表达推断影响图。我们提供了一些应用 MCP 的算法，并将协调指数与现有的统计指数（似然比、熵）进行了比较。协调方法的优势在于其简单性，尤其是我们无需对聚合函数施加限制。

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The maximal coordination principle in regulatory Boolean networks

We introduce a coordination index in regulatory Boolean networks and we expose the maximal coordination principle (MCP), according to which a cohesive society reaches the dynamics characterized by the highest coordination index. Based on simple theoretical examples, we show that the MCP can be used to infer the influence graph from opinion dynamics/gene expressions. We provide some algorithms to apply the MCP and we compare the coordination index with existing statistical indexes (likelihood, entropy). The advantage of the coordination approach is its simplicity; in particular, we do not need to impose restrictions on the aggregation functions.

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来源期刊

Journal of Computer and System Sciences 工程技术-计算机：理论方法

CiteScore

3.70

自引率

0.00%

发文量

审稿时长

68 days

期刊介绍： The Journal of Computer and System Sciences publishes original research papers in computer science and related subjects in system science, with attention to the relevant mathematical theory. Applications-oriented papers may also be accepted and they are expected to contain deep analytic evaluation of the proposed solutions. Research areas include traditional subjects such as: • Theory of algorithms and computability • Formal languages • Automata theory Contemporary subjects such as: • Complexity theory • Algorithmic Complexity • Parallel & distributed computing • Computer networks • Neural networks • Computational learning theory • Database theory & practice • Computer modeling of complex systems • Security and Privacy.