limitsseek
Limitsseek is a framework and algorithmic approach for identifying limit points, saturation bounds, or asymptotic capacities of mathematical models and computational systems. It focuses on limit-driven exploration of parameter spaces, aiming to locate parameter values at which system behavior stabilizes, becomes infeasible, or crosses a defined threshold.
Method: It starts with broad sampling of the input domain, detects signals that a boundary is approached,
Applications: It is used in numerical analysis to locate convergence limits of sequences, in optimization to
Variants and relationships: Limitsseek exists in deterministic and stochastic forms, for discrete or continuous spaces, and
Origin and usage: The term emerged in optimization and numerical analysis literature in the 2010s as a