Tytuł:

Genetic granular classifiers in modeling software quality

Inny tytuł:

Raport Badawczy = Research Report ; RB/5/2003

Twórca:

Pedrycz, Witold (1953– ) ; Succi, Giancarlo

Wydawca:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Miejsce wydania:

Warszawa

Data wydania/powstania:

2003

Opis:

15 pages ; 21 cm ; Bibliography p. 14-15

Temat i słowa kluczowe:

Genetic algorithms ; Algorytm genetyczny ; Grupowanie rozmyte ; Software quality ; Hyperbox geometry of classifiers ; Sotfware measures ; Fuzzy c-means ; Jakość oprogramowania

Abstrakt:

The paper deals with Hyberbox classifiers. The proposed design process of hyperboxes comprises of two main phases. In the first phase, a collection of “seeds” of he hyperboxes is formed through data clustering (realized by means of the Fuzzy C-Means algorithm, FCM). In the second phase, the hyperboxes are ‘grown” by applying mechanisms of genetic optimization (and genetic algorithm, in particular). Revealed how the underlying geometry of the hyperboxes supports an immediate interpretation of software data concerning software maintenance and dealing with rules describing a number of changes made to software modules and their linkages with various software measures (such as size of code, McCabe cyclomatic complexity, number of comments, number of characters, etc.)

Czasopismo/Seria/cykl:

Raport Badawczy = Research Report

Typ zasobu:

Text

Szczegółowy typ zasobu:

Report

Źródło:

RB-2003-05

Język:

eng

Język streszczenia:

eng

Prawa:

Creative Commons Attribution BY 4.0 license

Zasady wykorzystania:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitalizacja:

Systems Research Institute of the Polish Academy of Sciences

Lokalizacja oryginału:

Library of Systems Research Institute PAS

Dofinansowane ze środków:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Dostęp:

Open