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Back-tracing Technical Progress with Evolutionary Algorithms


Stanković, Tino; Žiha, Kalman; Pavković, Neven
Back-tracing Technical Progress with Evolutionary Algorithms // Proceedings of the 29th International Conference on Information Technology Interfaces : ITI 2007 / Lužar - Stiffler, Vesna ; Hljuz Dobrić, Vesna (ur.).
Zagreb: University Computing Centre, 2007. str. 639-644 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Back-tracing Technical Progress with Evolutionary Algorithms

Autori
Stanković, Tino ; Žiha, Kalman ; Pavković, Neven

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

Izvornik
Proceedings of the 29th International Conference on Information Technology Interfaces : ITI 2007 / Lužar - Stiffler, Vesna ; Hljuz Dobrić, Vesna - Zagreb : University Computing Centre, 2007, 639-644

ISBN
978-953-7138-09-7

Skup
International Conference on Information Technology Interfaces (29 ; 2007)

Mjesto i datum
Cavtat-Dubrovnik, Hrvatska, 25-28.06.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
evolutionary algorithms; genetic algorithms; stiffened panels; ship; aerospace; engineering; evolutionary design; robustness

Sažetak
This paper investigates the engineering development as an evolutionary process. Therefore it first reveals the benefits of evolutionary algorithms in engineering and considers the evolutionary design. Next it brings a simple analytical model of a common ship hull subjected to service conditions. Finally the optimization in the ship structural design is considered as an evolutionary process tackled by NSGA-II algorithm that is applied in backtracing of the ship scantling development. The conclusion is that the history of technical development can support comprehension of the role of environment, knowledge, material properties and workmanship in engineering regarding safety, efficiency and manufacturing.

Izvorni jezik
Engleski

Znanstvena područja
Brodogradnja, Računarstvo, Strojarstvo



POVEZANOST RADA


Projekt / tema
120-1201703-1702 - Određivanje sigurnosti brodova i pučinskih objekata (Kalman Žiha, )
120-1201829-1828 - Modeli i metode upravljanja znanjem u razvoju proizvoda (Dorian Marjanović, )

Ustanove
Fakultet elektrotehnike, strojarstva i brodogradnje, Split,
Fakultet strojarstva i brodogradnje, Zagreb

Profili:

Avatar Url Neven Pavković (autor)

Avatar Url Tino Stanković (autor)

Avatar Url Kalman Žiha (autor)

Citiraj ovu publikaciju

Stanković, Tino; Žiha, Kalman; Pavković, Neven
Back-tracing Technical Progress with Evolutionary Algorithms // Proceedings of the 29th International Conference on Information Technology Interfaces : ITI 2007 / Lužar - Stiffler, Vesna ; Hljuz Dobrić, Vesna (ur.).
Zagreb: University Computing Centre, 2007. str. 639-644 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Stanković, T., Žiha, K. & Pavković, N. (2007) Back-tracing Technical Progress with Evolutionary Algorithms. U: Lužar - Stiffler, V. & Hljuz Dobrić, V. (ur.)Proceedings of the 29th International Conference on Information Technology Interfaces : ITI 2007.
@article{article, year = {2007}, pages = {639-644}, keywords = {evolutionary algorithms, genetic algorithms, stiffened panels, ship, aerospace, engineering, evolutionary design, robustness}, isbn = {978-953-7138-09-7}, title = {Back-tracing Technical Progress with Evolutionary Algorithms}, keyword = {evolutionary algorithms, genetic algorithms, stiffened panels, ship, aerospace, engineering, evolutionary design, robustness}, publisher = {University Computing Centre}, publisherplace = {Cavtat-Dubrovnik, Hrvatska} }