2 citations · 2 across the 4 of their papers we have counts for
4 papers
An Initial Condition-Dependent Neural Network Approach for Optimal Control Problems
Mominul Rubel, Gabriel Nicolosi
In this work, we investigate an indirect approach for the numerical solution of optimal control problems via neural networks. A customized neural network is constructed, where opti…
A Multidimensional Fourier Approximation of Optimal Control Surfaces
Gabriel Nicolosi, Terry Friesz, Christopher Griffin
This work considers the problem of approximating initial condition and time-dependent optimal control and trajectory surfaces using multivariable Fourier series. A modified Augment…
Approximation of Optimal Control Surfaces for the Bass Model with Stochastic Dynamics
Gabriel Nicolosi, Christopher Griffin
The Bass diffusion equation is a well-known and established modeling approach for describing new product adoption in a competitive market. This model also describes diffusion pheno…
Approximation of Optimal Control Surfaces for Skew-Symmetric Evolutionary Game Dynamics
Gabriel Nicolosi, Terry Friesz, Christopher Griffin
In this paper we study the problem of approximating the general solution to an optimal control problem whose dynamics arise from a skew-symmetric evolutionary game with…