Search Results for author:
Found 6 papers, 0 papers with code
Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization
Constrained submodular optimization problems play a key role in the area of combinatorial optimization as they capture many NP-hard optimization problems.
Towards Decision Support in Dynamic Bi-Objective Vehicle Routing
Therein, the distance traveled by a single vehicle and the number of unserved dynamic requests is minimized by a dynamic evolutionary multi-objective algorithm (DEMOA), which operates on discrete time windows (eras).
An Empirical Approach For Probing the Definiteness of Kernels
We provide a proof-of-concept with 16 different distance measures for permutations.
Surrogate-Assisted Partial Order-based Evolutionary Optimisation
In this paper, we propose a novel approach (SAPEO) to support the survival selection process in multi-objective evolutionary algorithms with surrogate models - it dynamically chooses individuals to evaluate exactly based on the model uncertainty and the distinctness of the population.
Demonstrating the Feasibility of Automatic Game Balancing
In this paper, the feasibility of automatic balancing using simulation- and deck-based objectives is investigated for the card game top trumps.
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms
Therefore, we propose a postprocessing strategy which consists of applying the averaged Hausdorff indicator to the complete archive of generated solutions after optimization in order to select a uniformly distributed subset of nondominated solutions from the archive.
