An Advanced Stochastic Numerical Approach for Host-Vector-Predator Nonlinear Model

Abstract

A novel design of the computational intelligent framework is presented to solve a class of host-vector-predator nonlinear model governed with set of ordinary differential equations. The host-vector-predator nonlinear model depends upon five groups or classes, host plant susceptible and infected populations, vectors population of susceptible and infected individuals and the predator population. An unsupervised artificial neural network is designed using the computational framework of local and global search competencies of interior-point algorithm and genetic algorithms. For solving the hostvector-predator nonlinear model, a merit function is constructed using the differential model and its associated boundary conditions. The optimization of this merit function is performed using the computational strength of designed integrated heuristics based on interior point method and genetic algorithms. For the comparison, the obtained numerical solutions of networks models optimized with efficacy of global search of genetic algorithm and local search with interior point method have been compared with the Adams numerical solver based results or outcomes. Moreover, the statistical analysis will be performed to check the reliability, robustness, viability, correctness and competency of the designed integrated heuristics of unsupervised networks trained with genetic algorithm aid with interior point algorithm for solving the biological based host-vector-predator nonlinear model for sundry scenarios of paramount interest.

An Artificial Approach for the Fractional Order Rape and Its Control Model

“…There are various studies that have been proposed to solve the dynamical models. To mention few of the studies are epidemic SIR models with equal death and birth rates have been proposed by the analytic schemes [1], stochastic procedures have been proposed to solve the HIV differential model [2], dynamical behavior and analytical solutions of nonlinear fractional differential systems arising in chemical reaction [3], nonlinear model based on dengue fever [4], nonlinear Parabolic dynamical wave equations [5], buckling of improved couples based functionally porous classified micro-plates [6], a system based on the phase-field using the fracture spread in the poroelastic media [7], dynamical studies of a fractional SITRS discrete system [8], dynamic study through the porous graded beam along with the sinusoidal rate of deformation shear model [9], the behavior of tumor as well as immune cells using the immunogenetic system based on the fractional kinds of the non-singular derivatives [10] and many more [11][12][13][14][15][16][17][18][19][20][21][22][23][24][25][26][27][28][29].…”