Archivos de Ciencia e Investigación(ADCI)

Chemical Engineering Department, University of Puerto Rico, USA

Publications

• Research Article   
  Analysis and Control of the Improved Denatured Morris-Lecar Neuron Model
  Author(s): Lakshmi N. Sridhar*
  
  The dynamics of neurons is very complex and nonlinear, and it is important to understand the nonlinearity and develop strategies to control mechanisms as effectively as possible. In this work, bifurcation analysis and multiobjective nonlinear model predictive control is performed on the Improved Denatured Morris-Lecar Neuron Model. Bifurcation analysis is a powerful mathematical tool used to deal with the nonlinear dynamics of any process. Several factors must be considered, and multiple objectives must be met simultaneously. The MATLAB program MATCONT was used to perform the bifurcation analysis. The MNLMPC calculations were performed using the optimization language PYOMO in conjunction with the state-of-the-art global optimization solvers IPOPT and BARON. The bifurcation analysis revealed the existence of a Hopf bifurcation point and a limit point. The MNLMC converged to the utopia .. Read More»
  

  Abstract HTML PDF