Mean Convergence Time of Inhomogeneous Genetic Algorithm with Elitism. (2nd August 2016)
- Record Type:
- Journal Article
- Title:
- Mean Convergence Time of Inhomogeneous Genetic Algorithm with Elitism. (2nd August 2016)
- Main Title:
- Mean Convergence Time of Inhomogeneous Genetic Algorithm with Elitism
- Authors:
- Cruz, Juan Alberto Rojas
Diniz, Iesus C. - Abstract:
- ABSTRACT: The theoretical study of a genetic algorithm (GA) has focused mainly on establishing its convergence in probability and almost always to the global optimum. In this article, we establishsufficient conditions for the finiteness of convergence mean time of the genetic algorithm with elitism. We obtain bounds for the probability of convergence to the global optimum in the first n iterations as a by-product.
- Is Part Of:
- Numerical functional analysis and optimization. Volume 37:Number 8(2016)
- Journal:
- Numerical functional analysis and optimization
- Issue:
- Volume 37:Number 8(2016)
- Issue Display:
- Volume 37, Issue 8 (2016)
- Year:
- 2016
- Volume:
- 37
- Issue:
- 8
- Issue Sort Value:
- 2016-0037-0008-0000
- Page Start:
- 966
- Page End:
- 974
- Publication Date:
- 2016-08-02
- Subjects:
- Convergence mean time -- genetic algorithm -- non-homogeneous Markov chain -- simulated annealing
60J05 -- 60J10 -- 65C40
Functional analysis -- Periodicals
Numerical analysis -- Periodicals
Mathematical optimization -- Periodicals
Numerical Analysis, Computer-Assisted
515.705 - Journal URLs:
- http://www.tandfonline.com/toc/lnfa20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/01630563.2016.1182187 ↗
- Languages:
- English
- ISSNs:
- 0163-0563
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6184.692000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 1361.xml