Seismic signals model in Agusan del Sur through symbolic regression with genetic programming : a stochastic dynamical system approach / Teotima Evangelista Gorres-Abato.
Material type:
ArticlePublication details: s.l. : Journal of Emerging Technologies and Innovative Research, 2025. ISSN: 2349-5162Subject(s): Seismic signals model -- Agusan del Sur | Earthquake seismic signals | Earthquake symbolic regression | Earthquake genetic programming | Stochastic dynamical system | Topological dynamic system | Research | Quantitative research | Journal articles (Open access)Online resources: Click here to access online
In:
Journal of Emerging Technologies and Innovative Research , volume 8, issue 6 (June 2025).Summary: Abstract : Earthquake magnitude is the energy released by the earth when there is a movement of plate in the core while seismic signal in the intensity of the energy release by the plate. Symbolic regression (SR) is another type of regression analysis uses a stochastic process for finding the models from the space (phase or state space) of a topological dynamical system and the law of evolution of such functions or models in a dynamical system. It is an evolutionary algorithm aimed to recapitulate a set of measures in an n- dimensional space, used to describe the relationship of measurable functions (sets of functions or distributions) in a pre - defined rules. The study introduce an innovative seismic signal model of Agusan del Sur.
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Abstract : Earthquake magnitude is the energy released by the earth when there is a movement of plate in the core while seismic signal in the intensity of the energy release by the plate. Symbolic regression (SR) is another type of regression analysis uses a stochastic process for finding the models from the space (phase or state space) of a topological dynamical system and the law of evolution of such functions or models in a dynamical system. It is an evolutionary algorithm aimed to recapitulate a set of measures in an n- dimensional space, used to describe the relationship of measurable functions (sets of functions or distributions) in a pre - defined rules. The study introduce an innovative seismic signal model of Agusan del Sur.
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