An Efficient Algorithm for Unconstrained Optimization
Joint Authors
de-los-Cobos-Silva, Sergio Gerardo
Gutiérrez-Andrade, Miguel Ángel
Mora-Gutiérrez, Roman Anselmo
Lara-Velázquez, Pedro
Rincón-García, Eric Alfredo
Ponsich, Antonin
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-09-30
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
This paper presents an original and efficient PSO algorithm, which is divided into three phases: (1) stabilization, (2) breadth-first search, and (3) depth-first search.
The proposed algorithm, called PSO-3P, was tested with 47 benchmark continuous unconstrained optimization problems, on a total of 82 instances.
The numerical results show that the proposed algorithm is able to reach the global optimum.
This work mainly focuses on unconstrained optimization problems from 2 to 1,000 variables.
American Psychological Association (APA)
de-los-Cobos-Silva, Sergio Gerardo& Gutiérrez-Andrade, Miguel Ángel& Mora-Gutiérrez, Roman Anselmo& Lara-Velázquez, Pedro& Rincón-García, Eric Alfredo& Ponsich, Antonin. 2015. An Efficient Algorithm for Unconstrained Optimization. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-17.
https://search.emarefa.net/detail/BIM-1073127
Modern Language Association (MLA)
de-los-Cobos-Silva, Sergio Gerardo…[et al.]. An Efficient Algorithm for Unconstrained Optimization. Mathematical Problems in Engineering No. 2015 (2015), pp.1-17.
https://search.emarefa.net/detail/BIM-1073127
American Medical Association (AMA)
de-los-Cobos-Silva, Sergio Gerardo& Gutiérrez-Andrade, Miguel Ángel& Mora-Gutiérrez, Roman Anselmo& Lara-Velázquez, Pedro& Rincón-García, Eric Alfredo& Ponsich, Antonin. An Efficient Algorithm for Unconstrained Optimization. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-17.
https://search.emarefa.net/detail/BIM-1073127
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1073127
