A Hybrid Genetic Programming Method in Optimization and Forecasting : A Case Study of the Broadband Penetration in OECD Countries
Joint Authors
Stylianakis, Vasilios
Salpasaranis, Konstantinos
Source
Advances in Operations Research
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-32, 32 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-10-02
Country of Publication
Egypt
No. of Pages
32
Main Subjects
Information Technology and Computer Science
Abstract EN
The introduction of a hybrid genetic programming method (hGP) in fitting and forecasting of the broadband penetration data is proposed.
The hGP uses some well-known diffusion models, such as those of Gompertz, Logistic, and Bass, in the initial population of the solutions in order to accelerate the algorithm.
The produced solutions models of the hGP are used in fitting and forecasting the adoption of broadband penetration.
We investigate the fitting performance of the hGP, and we use the hGP to forecast the broadband penetration in OECD (Organisation for Economic Co-operation and Development) countries.
The results of the optimized diffusion models are compared to those of the hGP-generated models.
The comparison indicates that the hGP manages to generate solutions with high-performance statistical indicators.
The hGP cooperates with the existing diffusion models, thus allowing multiple approaches to forecasting.
The modified algorithm is implemented in the Python programming language, which is fast in execution time, compact, and user friendly.
American Psychological Association (APA)
Salpasaranis, Konstantinos& Stylianakis, Vasilios. 2012. A Hybrid Genetic Programming Method in Optimization and Forecasting : A Case Study of the Broadband Penetration in OECD Countries. Advances in Operations Research،Vol. 2012, no. 2012, pp.1-32.
https://search.emarefa.net/detail/BIM-506864
Modern Language Association (MLA)
Salpasaranis, Konstantinos& Stylianakis, Vasilios. A Hybrid Genetic Programming Method in Optimization and Forecasting : A Case Study of the Broadband Penetration in OECD Countries. Advances in Operations Research No. 2012 (2012), pp.1-32.
https://search.emarefa.net/detail/BIM-506864
American Medical Association (AMA)
Salpasaranis, Konstantinos& Stylianakis, Vasilios. A Hybrid Genetic Programming Method in Optimization and Forecasting : A Case Study of the Broadband Penetration in OECD Countries. Advances in Operations Research. 2012. Vol. 2012, no. 2012, pp.1-32.
https://search.emarefa.net/detail/BIM-506864
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-506864