IEEE

Statistical Feasibility Robust Optimization With Polyhedron Uncertainty Set for Hydrogen-Data Center Microgrid Operations

Abstract: Robust optimization (RO) has been widely used in the hydrogen-data-center microgrid (H2-DCMG) optimal operations. However, the operation results based on RO are too conservative. Statistical ...
C&EN

Sonication-Induced Enhancement of Enzymatic Saccharification of Sugarcane Bagasse: Statistical Optimization and Mechanistic Investigation Using Molecular Simulations

School of Energy Science and Engineering, Indian Institute of Technology Guwahati, Guwahati, Assam 781039, India Department of Chemical Engineering, Indian Institute of Technology Guwahati, Guwahati, ...
dbta

Database Statistics and Optimization

The optimizer is the heart and soul of a relational DBMS. It analyzes SQL statements and determines the most efficient access plan for satisfying each statement. The optimizer accomplishes this by ...
Science Daily

Statistical designs accelerate the optimization of layered 2-D crystals

Researchers have demonstrated that statistical optimization techniques provide substantial efficiency increases when engineering layered van der Waals heterostructures. The research team used the ...
GitHub

Portfolio optimization using Deep Learning and Statistics

Portfolio optimization is the process of selecting the best portfolio (asset distribution), out of the set of all portfolios being considered, according to some objective. The objective typically ...