A Theory of Complex Adaptive Learning Behavior in Complex Adaptive Systems and a Non-Localized Wave Equation in Quantum Mechanics
arxiv(2023)
摘要
Complex adaptive learning behavior is intelligent. It is adaptive, learns in
feedback loops, and generates hidden patterns as many individuals, elements or
particles interact in complex adaptive systems (CASs). CASs highlight
adaptation in life and lifeless complex systems cutting across all traditional
natural and social sciences disciplines. However, discovering a universal law
in CASs and understanding the formation mechanism, such as quantum entanglement
or complex quantum coherent adaptation, remains highly challenging. Quantifying
the uncertainty of CASs by probability waves, the authors explore the inherent
logical relationship between Schrödinger's wave equation in quantum mechanics
and Shi's trading volume-price probability wave equation in finance. The
authors find a non-localized wave equation in quantum mechanics if cumulative
observable in a time interval represents momentum or momentum force in
Skinner-Shi (reinforcement-frequency-interaction) coordinates. It supports the
assumption that a universal law or an invariance of interaction exists in
quantum mechanics and finance. The authors conclude that quantum entanglement
is a coherent interaction between opposite, adaptive, and complementary forces
instead of a superposition of two coherent states that mainstream Copenhagen
interprets. The interactively coherent forces generate particles with two
opposite properties in a bipartite complex adaptive quantum system, suggesting
the second revolution in quantum theory. Keywords: complex adaptive systems,
complex adaptive learning, universal law, non-localized wave equation,
interactively coherent entanglement, interactively coherent adaptation PACS:
89.75.-k (Complex Systems); 89.65.Gh (Economics, Econophysics, Financial
Markets, Business and Management); 03.65.Ud (Entanglement and Quantum
Nonlocality)
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