loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Efi Papatheocharous 1 ; Angela Iasonos 1 and Andreas S. Andreou 2

Affiliations: 1 University of Cyprus, Cyprus ; 2 Cyprus University of Technology, Cyprus

Keyword(s): Software Cost Estimation, Genetic Programming.

Related Ontology Subjects/Areas/Topics: Databases and Information Systems Integration ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Software Engineering ; Software Measurement

Abstract: This paper investigates the utilization of Genetic Programming (GP) as a method to facilitate better software cost modeling and estimation. The aim is to produce and examine candidate solutions in the form of representations that utilize operators and operands, which are then used in algorithmic cost estimation. These solutions essentially constitute regression equations of software cost factors, used to effectively estimate the dependent variable, that is, the effort spent for developing software projects. The GP application generates representative rules through which the usefulness of various project characteristics as explanatory variables, and ultimately as predictors of development effort is investigated. The experiments conducted are based on two publicly available empirical datasets typically used in software cost estimation and indicate that the proposed approach provides consistent and successful results.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.145.178.157

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Papatheocharous, E.; Iasonos, A. and S. Andreou, A. (2010). A GENETIC PROGRAMMING APPROACH TO SOFTWARE COST MODELING AND ESTIMATION. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 3: ICEIS; ISBN 978-989-8425-04-1; ISSN 2184-4992, SciTePress, pages 281-287. DOI: 10.5220/0002911602810287

@conference{iceis10,
author={Efi Papatheocharous. and Angela Iasonos. and Andreas {S. Andreou}.},
title={A GENETIC PROGRAMMING APPROACH TO SOFTWARE COST MODELING AND ESTIMATION},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 3: ICEIS},
year={2010},
pages={281-287},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002911602810287},
isbn={978-989-8425-04-1},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 3: ICEIS
TI - A GENETIC PROGRAMMING APPROACH TO SOFTWARE COST MODELING AND ESTIMATION
SN - 978-989-8425-04-1
IS - 2184-4992
AU - Papatheocharous, E.
AU - Iasonos, A.
AU - S. Andreou, A.
PY - 2010
SP - 281
EP - 287
DO - 10.5220/0002911602810287
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic