Neuro-heuristics for nonlinear singular Thomas-Fermi systems

Z Sabir, MA Manzar, MAZ Raja, M Sheraz… - Applied Soft …, 2018 - Elsevier
A neuro-heuristic scheme is design to solve nonlinear singular second order system based
on Thomas-Fermi equation using the strength of universal approximation capabilities of …

Numerical solution of doubly singular nonlinear systems using neural networks-based integrated intelligent computing

MAZ Raja, J Mehmood, Z Sabir, AK Nasab… - Neural Computing and …, 2019 - Springer
In this paper, a bio-inspired computational intelligence technique is presented for solving
nonlinear doubly singular system using artificial neural networks (ANNs), genetic algorithms …

Evolutionary computing for nonlinear singular boundary value problems using neural network, genetic algorithm and active-set algorithm

Z Sabir, CM Khalique, MAZ Raja, D Baleanu - The European Physical …, 2021 - Springer
In this numerical study, a class of nonlinear singular boundary value problem is solved by
implementation of a novel meta-heuristic computing tool based on the artificial neural …

Integrated computational intelligent paradigm for nonlinear electric circuit models using neural networks, genetic algorithms and sequential quadratic programming

A Mehmood, A Zameer, SH Ling, AU Rehman… - Neural Computing and …, 2020 - Springer
In this paper, a novel application of biologically inspired computing paradigm is presented
for solving initial value problem (IVP) of electric circuits based on nonlinear RL model by …

Heuristic computing technique for numerical solutions of nonlinear fourth order Emden–Fowler equation

Z Sabir, S Saoud, MAZ Raja, HA Wahab… - … and Computers in …, 2020 - Elsevier
The present study presents numerical solution of the fourth order, singular, nonlinear Emden–
Fowler equation integrated computational intelligence by exploiting the efficiency of …

Design of stochastic numerical solver for the solution of singular three-point second-order boundary value problems

Z Sabir, D Baleanu, M Shoaib, MAZ Raja - Neural Computing and …, 2021 - Springer
In this paper, a novel meta-heuristic computing solver is presented for solving the singular
three-point second-order boundary value problems using artificial neural networks (ANNs) …

Integrated intelligent computing paradigm for nonlinear multi-singular third-order Emden–Fowler equation

Z Sabir, M Umar, JLG Guirao, M Shoaib… - Neural Computing and …, 2021 - Springer
In this study, an advance computational intelligence scheme is designed and implemented
to solve third-order nonlinear multiple singular systems represented with Emden–Fowler …

Fractional neural network models for nonlinear Riccati systems

S Lodhi, MA Manzar, MAZ Raja - Neural Computing and Applications, 2019 - Springer
In this article, strength of fractional neural networks (FrNNs) is exploited to find the
approximate solutions of nonlinear systems based on Riccati equations of arbitrary order …

Design of nature-inspired heuristic paradigm for systems in nonlinear electrical circuits

A Mehmood, A Zameer, MS Aslam… - Neural Computing and …, 2020 - Springer
In the present study, a novel application of nature-inspired heuristics is presented for
problems in nonlinear circuit analysis using neural networks, particle swarm optimization …

Design of artificial neural network models optimized with sequential quadratic programming to study the dynamics of nonlinear Troesch's problem arising in plasma …

MAZ Raja, FH Shah, M Tariq, I Ahmad… - Neural Computing and …, 2018 - Springer
In this study, a computational intelligence technique based on three different designs of
artificial neural networks (ANNs) is presented to solve the nonlinear Troesch's boundary …