Naslov
Metaheuristic Approach to Class Responsibility Assignment Problem

Autori
Glavaš, Goran ; Fertalj, Krešimir

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

Izvornik
Proceedings of the ITI 2011 33rd International Conference on Information Technology Interfaces / Lužar-Stiffler, Vesna ; Jarec, Iva ; Bekić, Zoran - Zagreb : Sveučilišni računski centar Sveučilišta u Zagrebu (Srce), 2011, 591-596

ISBN
978-953-7138-20-2

Skup
33rd International Conference on Information Technology Interfaces

Mjesto i datum
Cavtat, Hrvatska, 27.06.2011. - 30.06.2011

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
class responsibility assignment; metaheruristic algorithms

Sažetak
Assigning responsibilities to classes is arguably the most important step when creating object- oriented software design. This step depends greatly on human judgment. Our objective is to automate this process using metaheuristic optimization algorithms. Four different algorithms (simple genetic algorithm, hill climbing, simulated annealing, and particle swarm optimization), using the same class coupling and cohesion metrics, were implemented and their results are compared. This paper describes responsibility dependency graph used as input, implemented algorithms and used evaluation metrics. Paper also reports on a performed case study. Ultimately, conclusions on search landscape of class responsibility assignment problem are drawn.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA