File:Struggle with complexity.png

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English: Struggle with complexity: the life battle of the model engineers. A new scheme of actions became dominant in the struggle with complexity. The complexity is recognized as the gap between the laws and the phenomena. We assume that the laws are true. We can imagine a ‘detailed’ model for a phenomenon but because of complexity, we cannot work with this detailed model. For example, we can write the Schrödinger equation for nuclei and electrons (formally, using indexes and signs of summation) but we cannot use them directly for modeling of materials or large molecules. The result of the struggle with complexity is a model that works. This is a sort of engineering: a model is a device and this device should be functional. [1]
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Source https://arxiv.org/abs/1303.3855 Grasping Complexity
Author A.N. Gorban, G.S. Yablonsky

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  1. A.N. Gorban, G.S. Yablonsky, Grasping Complexity, Computers & Mathematics with Applications, Volume 65, Issue 10, May 2013, 1421-1426. arXiv:1303.3855 [cs.GL].

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