In this work, three types of natural clays including kaolinite, montmorillonite, and illite with different molecular structures, as adsorbents, are selected for the removal of methylene blue dye, and their performance is investigated. Also the optimization and the analysis of the dye adsorption mechanism are performed using the response surface methodology, molecular modeling, and experimental ...

Abstract This paper introduces ROmodel, an open source Python package extending the modeling capabilities of algebraic language Pyomo to robust optimization problems. ROmodel helps practitioners transition from deterministic through objects which allow formulating models in close analogy their mathematical formulation. contains a library commonly used uncertainty sets can be generated using mat...

Johnson-Cook constitutive equation is one of the most famous constitutive equations that have ever been developed to model the hot deformation flow curves of different materials. This equation is a predefined model in the traditional finite element codes to describe the material behavior in applications such as simulating the manufacturing processes. In this work, two different genetic algorith...

In this research, we study the applicability of object-oriented modeling techniques to stochastic optimization. We propose a methodology that uses the UML to model stochastic optimization problems.