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W4365816615 endingPage "48" @default.
W4365816615 startingPage "37" @default.
W4365816615 abstract "The constrained disorder principle (CDP) defines systems based on their degree of disorder bounded by dynamic boundaries. The principle explains stochasticity in living and non-living systems. Denis Noble described the importance of stochasticity in biology, emphasizing stochastic processes at molecular, cellular, and higher levels in organisms as having a role beyond simple noise. The CDP and Noble's theories (NT) claim that biological systems use stochasticity. This paper presents the CDP and NT, discussing common notions and differences between the two theories. The paper presents the CDP-based concept of taking the disorder beyond its role in nature to correct malfunctions of systems and improve the efficiency of biological systems. The use of CDP-based algorithms embedded in second-generation artificial intelligence platforms is described. In summary, noise is inherent to complex systems and has a functional role. The CDP provides the option of using noise to improve functionality." @default.
W4365816615 created "2023-04-16" @default.
W4365816615 creator A5022147284 @default.
W4365816615 date "2023-07-01" @default.
W4365816615 modified "2023-10-01" @default.
W4365816615 title "Constrained disorder principle-based variability is fundamental for biological processes: Beyond biological relativity and physiological regulatory networks" @default.
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