41 citations · 52 across the 4 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020
Predicting Geographic Information with Neural Cellular Automata
Mingxiang Chen, Qichang Chen, Lei Gao +2
This paper presents a novel framework using neural cellular automata (NCA) to regenerate and predict geographic information. The model extends the idea of using NCA to generate/reg…
cs.NE2020★ 10 cited
Dynamic Partial Removal: A Neural Network Heuristic for Large Neighborhood Search
Mingxiang Chen, Lei Gao, Qichang Chen +1
This paper presents a novel neural network design that learns the heuristic for Large Neighborhood Search (LNS). LNS consists of a destroy operator and a repair operator that speci…
cs.NE2020★ 41 cited
Learn to Design the Heuristics for Vehicle Routing Problem
Lei Gao, Mingxiang Chen, Qichang Chen +3
This paper presents an approach to learn the local-search heuristics that iteratively improves the solution of Vehicle Routing Problem (VRP). A local-search heuristics is composed…