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A Generalized National Planning Approach for Admission Capacity in Higher Education: A Nonlinear Integer Goal Programming Model with a Novel Differential Evolution Algorithm
Joint Authors
El-Quliti, Said Ali
Mohamed, Ali Wagdy
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2016, Issue 2016 (31 Dec. 2015), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-12-24
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper proposes a nonlinear integer goal programming model (NIGPM) for solving the general problem of admission capacity planning in a country as a whole.
The work aims to satisfy most of the required key objectives of a country related to the enrollment problem for higher education.
The system general outlines are developed along with the solution methodology for application to the time horizon in a given plan.
The up-to-date data for Saudi Arabia is used as a case study and a novel evolutionary algorithm based on modified differential evolution (DE) algorithm is used to solve the complexity of the NIGPM generated for different goal priorities.
The experimental results presented in this paper show their effectiveness in solving the admission capacity for higher education in terms of final solution quality and robustness.
American Psychological Association (APA)
El-Quliti, Said Ali& Mohamed, Ali Wagdy. 2015. A Generalized National Planning Approach for Admission Capacity in Higher Education: A Nonlinear Integer Goal Programming Model with a Novel Differential Evolution Algorithm. Computational Intelligence and Neuroscience،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1099697
Modern Language Association (MLA)
El-Quliti, Said Ali& Mohamed, Ali Wagdy. A Generalized National Planning Approach for Admission Capacity in Higher Education: A Nonlinear Integer Goal Programming Model with a Novel Differential Evolution Algorithm. Computational Intelligence and Neuroscience Vol. 2016, no. 2016 (2015), pp.1-14.
https://search.emarefa.net/detail/BIM-1099697
American Medical Association (AMA)
El-Quliti, Said Ali& Mohamed, Ali Wagdy. A Generalized National Planning Approach for Admission Capacity in Higher Education: A Nonlinear Integer Goal Programming Model with a Novel Differential Evolution Algorithm. Computational Intelligence and Neuroscience. 2015. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1099697
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1099697