Bézier Flow: a Surface-wise Gradient Descent Method for Multi-objective Optimization

The dataset used in this paper is a multi-objective optimization problem, specifically a simplicial problem. It is a problem to seek a solution which minimizes (or maximizes) multiple objective functions f1,..., fM : X → R simultaneously over a domain X ⊆ RL.

本文所使用的数据集属于多目标优化问题（multi-objective optimization problem）范畴，具体为单纯形问题（simplicial problem）。该问题旨在在定义域X⊆ℝ^L上，同时寻求能够使多个目标函数f₁,…,f_M: X→ℝ取得极小值（或极大值）的解。