4 papers
Computational and Exploratory Landscape Analysis of the GKLS Generator
Jakub Kudela, Martin Juricek
The GKLS generator is one of the most used testbeds for benchmarking global optimization algorithms. In this paper, we conduct both a computational analysis and the Exploratory Lan…
The Evolutionary Computation Methods No One Should Use
Jakub Kudela
The center-bias (or zero-bias) operator has recently been identified as one of the problems plaguing the benchmarking of evolutionary computation methods. This operator lets the me…
Are metaheuristics worth it? A computational comparison between nature-inspired and deterministic techniques on black-box optimization problems
Jakub Kudela
In the field of derivative-free optimization, both of its main branches, the deterministic and nature-inspired techniques, experienced in recent years substantial advancement. In t…
Extracting Parallel Paragraphs from Common Crawl
Jakub Kúdela, Irena Holubová, Ondřej Bojar
Most of the current methods for mining parallel texts from the web assume that web pages of web sites share same structure across languages. We believe that there still exists a no…