Continuity conditions weaker than lower semi-continuity

2025/04/10 by Westerhout, Jacob, Guo, Xin, Nguyen, Hien Duy
#FOS: Mathematics #Optimization and Control (math.OC)

paper · doi:10.48550/arxiv.2504.07451

Abstract

Lower semi-continuity (LSC) is a critical assumption in many foundational optimisation theory results; however, in many cases, LSC is stronger than necessary. This has led to the introduction of numerous weaker continuity conditions that enable more general theorem statements. In the context of unstructured optimization over topological domains, we collect these continuity conditions from disparate sources and review their applications. As primary outcomes, we prove two comprehensive implication diagrams that establish novel connections between the reviewed conditions. In doing so, we also introduce previously missing continuity conditions and provide new counterexamples.

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