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COMPUTATIONAL AND DYNAMIC COMPLEXITY IN ECONOMICS

机译:经济学中的计算和动态复杂性

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摘要

This paper examines the rising competition between computational and dynamic conceptualizations of complexity in economics. While computable economics views the complexity as something rigorously defined based on concepts from probability, information, and computability criteria, dynamic complexity is based on whether a system endogenously and deterministically generates erratically dynamic behavior of certain kinds. On such behavior is the phenomenon of emergence, the appearance of new forms or structures at higher levels of a system from processes occurring at lower levels. While the two concepts can overlap, they represent substantially different perspectives. A competition of sorts between them may become more important as new, computerized market systems emerge and evolve to higher levels of complexity of both kinds.
机译:本文研究了经济学中复杂性的计算和动态概念化之间日益激烈的竞争。尽管可计算经济学将复杂性视为根据概率,信息和可计算性标准中的概念严格定义的某种事物,但动态复杂性是基于系统是否内生地和确定性地生成某些不稳定的动态行为。在这种行为上出现的现象是,在较低级别上发生的过程中,在系统较高级别上出现了新的形式或结构。虽然这两个概念可以重叠,但是它们代表了截然不同的观点。随着新的计算机化市场系统的出现和发展到两种复杂性的更高水平,它们之间的竞争可能变得越来越重要。

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