GloMPO (Globally Managed Parallel Optimization): a tool for expensive, black-box optimizations, application to ReaxFF reparameterizations

Abstract In this work we explore the properties which make many real-life global optimization problems extremely difficult to handle, and some of the common techniques used in literature to address them. We then introduce a general optimization management tool called GloMPO (Globally Managed Paralle...

Full description

Bibliographic Details
Main Authors: Michael Freitas Gustavo, Toon Verstraelen
Format: Article
Language:English
Published: BMC 2022-02-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-022-00581-z