Driven by increased complexity of dynamical systems, the solution of system of differential equations through numerical simulation in optimization problems has become computationally expensive. This paper provides a smart data driven mechanism to construct low dimensional surrogate models. These...

This paper analyzes the relationship between economic growth and research funding. The econometric analysis show that gross domestic expenditure on R&D (GERD) as percentage of GDP is a important driver of economic growth (R2 adj = 71%) that is measured by GDP per capita. The optimization shows...

Driven by increased complexity of dynamical systems, the solution of system of differential equations through numerical simulation in optimization problems has become computationally expensive. This paper provides a smart data driven mechanism to construct low dimensional surrogate models. These...