Revisiting norm optimization for multi-objective black-box problems : a finite-time analysis

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 so...

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Bibliographic Details
Main Authors: Al-Dujaili, Abdullah, Suresh, Sundaram
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/143267
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Institution: Nanyang Technological University
Language: English