2 citations · 4 across the 5 of their papers we have counts for
7 papers
Compositional Search of Stable Crystalline Structures in Multi-Component Alloys Using Generative Diffusion Models
Grzegorz Kaszuba, Amirhossein Naghdi Dorabati, Stefanos Papanikolaou +2
Exploring the vast composition space of multi-component alloys presents a challenging task for both \textit{ab initio} (first principles) and experimental methods due to the time-c…
What if we Increase the Number of Objectives? Theoretical and Empirical Implications for Many-objective Optimization
Richard Allmendinger, Andrzej Jaszkiewicz, Arnaud Liefooghe +1
The difficulty of solving a multi-objective optimization problem is impacted by the number of objectives to be optimized. The presence of many objectives typically introduces a num…
Modified Dorfman procedure for pool tests with dilution -- COVID-19 case study
Andrzej Jaszkiewicz
The outbreak of the global COVID-19 pandemic results in unprecedented demand for fast and efficient testing of large numbers of patients for the presence of SARS-CoV-2 coronavirus.…
Many-Objective Pareto Local Search
Andrzej Jaszkiewicz
We propose a new Pareto Local Search Algorithm for the many-objective combinatorial optimization. Pareto Local Search proved to be a very effective tool in the case of the bi-objec…
Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms
Mansoureh Aghabeig, Andrzej Jaszkiewicz
In this paper we systematically study the importance, i.e., the influence on performance, of the main design elements that differentiate scalarizing functions-based multiobjective…
Improved Quick Hypervolume Algorithm
Andrzej Jaszkiewicz
In this paper, we present a significant improvement of Quick Hypervolume algorithm, one of the state-of-the-art algorithms for calculating exact hypervolume of the space dominated…