Bright-dark solitons and interaction phenomenon for p-gBKP equation by using bilinear neural network method

作者: Run-Fa Zhang , Sudao Bilige , Jian-Guo Liu , Mingchu Li

DOI: 10.1088/1402-4896/ABD3C3

关键词: Artificial neural networkClassical mechanicsPhysicsBilinear interpolationPhenomenon

摘要: In the present paper, we focus on the bright-dark solitons and interaction behavior associated with a dimensionally reduced p-gBKP equation. New test functions are constructed by using the Bilinear Neural Network Method (BNNM). These test functions are composed of arbitrary functions in'3-2-2-2'neural network model or specific activation functions in single-layer model. The bright-dark solitons and interaction solutions between lump and double exponential function or hyperbolic tangent function are obtained by …

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