39 citations · 39 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 39 cited
Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems
Yuan Sun, Andreas Ernst, Xiaodong Li +1
Combinatorial optimization plays an important role in real-world problem solving. In the big data era, the dimensionality of a combinatorial optimization problem is usually very la…
math.OC2019
A linear programming approach to approximating the infinite time reachable set of strictly stable linear control systems
Andreas Ernst, Lars Grüne, Janosch Rieger
We develop a new numerical method for approximating the infinite time reachable set of strictly stable linear control systems. By solving a linear program with a constraint that in…
math.OC2019
A hybrid Benders decomposition and bees algorithm matheuristic approach to transmission expansion planning considering energy storage
Cameron A. G. MacRae, Melih Ozlen, Andreas T. Ernst
This paper introduces a novel hybrid optimisation algorithm that combines elements of both metaheuristic search and integer programming. This new matheuristic combines elements of…