Naslov
Influence of different types of evolutionary algorithms on marker efficiency

Autori
Domovic, Daniel : Rolich , Tomislav

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Magic World of Textiles BOOK OF PROCEEDINGS / Hursa Sajatovic, Anica ; Vujasinovic, Edita - Zagreb : Tekstilno-tehnološki fakultet Sveučilišta u Zagrebu, 2022, 219-224

Skup
10th International Textile Clothing & Design Conference: Magic World of Textiles (ITC&DC 2022)

Mjesto i datum
Dubrovnik, Croatia, 02.10.2022. - 05.10.2022

Vrsta sudjelovanja
Poster

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Grid heuristics, evolutionary algorithm, marker making problem, optimization

Sažetak
The aim of this research was to design an evolutionary algorithm that can be used to create a marker in a digital form and to examine the impact of different versions of evolutionary algorithms on marker efficiency. A Grid heuristic hybridized with an evolutionary algorithm was designed and implemented in MATLAB to create markers. An individual representation for evolutionary algorithms that consists of a permutation and rotation part was designed. The algorithms were tested on ALBANO, DAGLI, MAO, MARQUES and MAN SHIRT data sets, and the best obtained results of a marker efficiency were: 81.50%, 79.09%, 74.71%, 82.02% and 82.20% (respectively). It has been found that evolutionary algorithms whose permutation and rotation parts of an individual are connected favorably affect the efficiency of the marker.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Tekstilna tehnologija

POVEZANOST RADA