NATIONAL BIBLIOGRAPHY NUMBER
Number
T25936
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
A New Objective Function for Software Clustering Problem
General Material Designation
Dissertation
First Statement of Responsibility
Hardi Hassan Aziz
.PUBLICATION, DISTRIBUTION, ETC
Name of Publisher, Distributor, etc.
Mathematics, Statistics and Computer Science
Date of Publication, Distribution, etc.
1400
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
75p.
Other Physical Details
cd
DISSERTATION (THESIS) NOTE
Dissertation or thesis details and type of degree
Master's
Discipline of degree
Computer Science Theory of Systems
Date of degree
1400/11/03
Body granting the degree
Tabriz
SUMMARY OR ABSTRACT
Text of Note
Software architecture has a great impact on maintaining a software system,and one way to understand a large software architecture is by using clustering methodsto break it down into smaller parts. The aim of software module clustering problems(SMCPs) is to automatically fnd a good-quality clustering of software modules based onrelationships among modules. In this thesis, we present three new objective functions.The frst function has four quality criteria: (1) intraconnection between modules into thesame cluster; in this function, intraconnection is doubled to get a high degree of cohesion; (2) interconnection between distinct clusters; (3) the number of modules; and (4)the number of clusters. The second function has the same quality as the frst functionand uses the variance function to divide the number of modules among the clusters optimally. In this function, the intraconnection has not doubled. The third function hasboth the frst and second function quality criteria, meaning that intraconnection insidethe clusters is doubled and uses variance function at the same time. All of the proposedmethods can improve the quality of clustering. Several tests have been performed on theproposed methods, and these tests all proved that these methods perform well in termsof convergence and stability
OTHER VARIANT TITLES
Variant Title
ارائه یک تابع هدف جدید براي هساله خوشه بندي نرم افزار
UNCONTROLLED SUBJECT TERMS
Subject Term
Software Module Clustering Problem (SMCP); Particle Swarm Optimization (PSO); Objective Function
Subject Term
خوشه بندی ماژول نرمافزار، بهینه سازی ازدحام ذرات ، توابع هدف
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Hassan Aziz,
Part of Name Other than Entry Element
Hardi
Relator Code
Producer
PERSONAL NAME - SECONDARY RESPONSIBILITY
Entry Element
Izadkhah
Entry Element
Karimpour
Part of Name Other than Entry Element
Habib
Part of Name Other than Entry Element
Jaber
Relator Code
Thesis advisor
Relator Code
Consulting advisor
CORPORATE BODY NAME - SECONDARY RESPONSIBILITY
Entry Element
Tabriz
ORIGINATING SOURCE
Country
ایران
Agency
Central library of tabriz
Date of Transaction
20220312
LOCATION AND CALL NUMBER
Call Number
ارشد پایاننامه QA76 .H28 1400
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب e
TL
276903
a
Y
