Jakob Bossek
Paderborn University(DE)
Publications by Year
Research Areas
Metaheuristic Optimization Algorithms Research, Advanced Multi-Objective Optimization Algorithms, Vehicle Routing Optimization Methods, Evolutionary Algorithms and Applications, Scheduling and Timetabling Solutions
Most-Cited Works
- → mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions(2017)134 cited
- → A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem(2013)94 cited
- → Leveraging TSP Solver Complementarity through Machine Learning(2017)90 cited
- → Benchmarking in Optimization: Best Practice and Open Issues(2020)80 cited
- → mlrMBO: Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions(2017)64 cited
- → smoof: Single- and Multi-Objective Optimization Test Functions(2017)62 cited
- → Evolving diverse TSP instances by means of novel and creative mutation operators(2019)52 cited
- → OpenML: An R package to connect to the machine learning platform OpenML(2017)44 cited
- → Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness(2012)42 cited
- → Diversifying greedy sampling and evolutionary diversity optimisation for constrained monotone submodular functions(2021)34 cited