Revisiting Norm Optimization for Multi-Objective Black-Box Problems: A Finite-Time Analysis

15 May 2018 Al-Dujaili Abdullah Suresh S.

The complexity of Pareto fronts imposes a great challenge on the convergence analysis of multi-objective optimization methods. While most theoretical convergence studies have addressed finite-set and/or discrete problems, others have provided probabilistic guarantees, assumed a total order on the solutions, or studied their asymptotic behaviour... (read more)

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  • OPTIMIZATION AND CONTROL