309 citations · 749 across the 34 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.LG2019★ 52 cited
Pareto Multi-Task Learning
Xi Lin, Hui-Ling Zhen, Zhenhua Li +2
Multi-task learning is a powerful method for solving multiple correlated tasks simultaneously. However, it is often impossible to find one single solution to optimize all the tasks…
cs.NE2019
Multi-objectivization Inspired Metaheuristics for the Sum-of-the-Parts Combinatorial Optimization Problems
Jialong Shi, Jianyong Sun, Qingfu Zhang
Multi-objectivization is a term used to describe strategies developed for optimizing single-objective problems by multi-objective algorithms. This paper focuses on multi-objectiviz…
cs.NE2019
Homotopic Convex Transformation: A New Landscape Smoothing Method for the Traveling Salesman Problem
Jialong Shi, Jianyong Sun, Qingfu Zhang +1
This paper proposes a novel landscape smoothing method for the symmetric Traveling Salesman Problem (TSP). We first define the Homotopic Convex (HC) transformation of a TSP as a co…