Characterizing the Existence of Solutions for Nonconvex Optimization Problems via Asymptotic Analysis

Key Points

• Solutions exist for nonconvex optimization problems, providing new insights into problem characterization.
• Critical criteria for solution existence were identified through asymptotic analysis in this study.
• Assessment using theoretical models explores the implications of solution existence in nonconvex contexts.
• Highlights the need for further examination in practical applications of nonconvex optimization, indicating broader relevance.