GeNIOS: an (almost) second-order operator-splitting solver for large-scale convex optimization

Key Points

• GeNIOS efficiently solves large-scale convex optimization problems, providing improved speed compared to traditional methods.
• The solver operates using advanced operator-splitting techniques and shows significant improvements in convergence rates.
• Recent tests indicate a reduction in computational time by up to 30% on selected convex problems, highlighting its effectiveness.
• Supports the development of numerical methods for solving complex optimization tasks efficiently, aiming for wider application.