2007
DOI: 10.1007/s11467-007-0047-y
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Solitary wave solutions of nonlinear financial markets: data-modeling-concept-practicing

Abstract: This paper seeks to solve the difficult nonlinear problem in financial markets on the complex system theory and the nonlinear dynamics principle, with the data-modelconcept-practice issue-oriented reconstruction of the phase space by the high frequency trade data. In theory, we have achieved the differentiable manifold geometry configuration, discovered the Yang-Mills functional in financial markets, obtained a meaningful conserved quantity through corresponding space-time non-Abel localization gauge symmetry … Show more

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Cited by 11 publications
(2 citation statements)
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“…Solitons can arise in a system which is described by a weakly nonlinear dispersive partial differential equation when the nonlinear and dispersive effects cancel out. Their formation, stability and dynamics form an enormous field of rich and diverse study [1] with applications to nonlinear optical systems [2], oceanography [3], magnetic materials [4,5], financial markets [6], and biological systems [7] among others. Depending upon whether the solitary propagating wave is a crest or a trough, it is known as a bright or a dark soliton respectively.…”
mentioning
confidence: 99%
“…Solitons can arise in a system which is described by a weakly nonlinear dispersive partial differential equation when the nonlinear and dispersive effects cancel out. Their formation, stability and dynamics form an enormous field of rich and diverse study [1] with applications to nonlinear optical systems [2], oceanography [3], magnetic materials [4,5], financial markets [6], and biological systems [7] among others. Depending upon whether the solitary propagating wave is a crest or a trough, it is known as a bright or a dark soliton respectively.…”
mentioning
confidence: 99%
“…[6] Their work is one of the notable results in the progress of water wave study, [7] which has been evaluated as a milestone in the PRL's 50th anniversary and opens the gates to soliton research in other fields such as nonlinear optics, [8] plasma, [6] neurography [9] and finance. [10] Nowadays, there is a general consensus on existence of rogue waves in oceans. [11] One remarkable feature of rogue waves is that they appear visibly from nowhere and disappear without a trace.…”
mentioning
confidence: 99%