Daniel Riano Kaparang

Continuous Optimization through the Transition from Metaheuristic Search to Collaborative Orchestration

Continuous optimization research is moving beyond standalone metaheuristic design toward landscape analysis, algorithm selection, cooperative search, and adaptive control. This paper synthesizes these developments through a mechanism-centered taxonomy with four layers: problem characterization, algorithm intelligence,...